Invalidity dossier
US 10876935
Systems and methods for water sampling
Current assignee: 2ndnature Software Inc
Added 9/24/2026, 3:50:37 PM
Active provider: DeepSeek · deepseek-v4-flash
Patent summary
Title, assignee, inventors, filing/issue dates, abstract, and a plain-language overview of the claims.
I'll search for authoritative information on this patent number, including any litigation or CAFC docket activity.
US Patent 10,876,935 — Search Results and Summary
Search scope and a caveat on docketing
I searched for this patent number in connection with USPTO records and Federal Circuit (CAFC) 2026 activity. I found no CAFC 2026 docket, appeal, IPR, or district-court litigation involving U.S. Patent No. 10,876,935. If one exists, it is not surfacing in the sources I can reach, so I flag this as a limitation of my search rather than a positive assertion that no such proceeding exists.
One caution on identifiers: a PlainSite record indexes a "Patent Application No. 10876935" (Examiner Dung Le Lam; inventor Bennett, Richard Thomas; filed June 24, 2004; status Abandoned — failure to respond to an Office Action). Interpreting the identifier literally, that is a pre-grant application serial number, not U.S. Patent No. 10,876,935. These are different records that happen to share the same digit string; do not conflate them.
Bibliographic data (per the authoritative full text)
| Field | Value |
|---|---|
| Patent number | US 10,876,935 B2 |
| Title | Systems and methods for water sampling |
| Application no. | US 16/132,135 |
| Pre-grant publication | US 2020/0088609 A1 (published Mar. 19, 2020) |
| Priority / filing date | Sept. 14, 2018 |
| Issue (grant) date | Dec. 29, 2020 |
| Inventors | Nicole Beck; Krista McDonald; Ralph ("Raph") Townsend; Robb Kraft |
| Original assignee | 2ndnature Software Inc. |
| Current assignee | 2NDNATURE Software Inc. (California) — assignment recorded May 11, 2020 (Reel/Frame 052627/0651; assignors Beck, McDonald, Townsend, Kraft) |
| Anticipated expiration | Sept. 14, 2038 |
| Legal status | Active; 4th-year maintenance fee paid July 11, 2024 (with late-payment surcharge) |
| Claims | 13 total (1 independent; claims 2–13 dependent) |
| Classifications | G01N 1/16; G01N 1/2035; G01N 33/18; G01N 2001/2071 |
| Source: https://patents.google.com/patent/US10876935/en |
Abstract (verbatim)
"A water sampling system having multiple collection channels configured to collect multiple samples of a fluid as the fluid flow rate and level changes with respect to time. The system is designed to connect to and sample urban storm water runoff outfalls, pipes and drains."
Plain-language overview of the independent claim
Claim 1 is the sole independent claim. In ordinary terms, it covers a passive (non-pumping) stormwater sampler built around a multi-level collection housing:
- Housing — an external enclosure of at least six interconnected walls forming an internal chamber, positioned near an external fluid source that has a directional flow (e.g., a stormwater pipe/outfall).
- Multiple elongated channels (troughs) inside the chamber — each running between opposite housing walls, each with a first-end opening so fluid from the source can enter, and each mounted at a different height relative to the others. This is the core idea: discrete sampling elevations that correspond to rising flow stages.
- Collection/distribution ducts — one per channel, first end in fluid communication with the external source, second end feeding the corresponding channel, so flow is routed from the pipe into the troughs.
- Sampling containers — each channel is fitted with at least one container in fluid communication with the fluid entering that channel, capturing the sample for later analysis.
- Monitoring system — collects fluid-flow data from the source and communicates electronically with a user-receivable terminal (i.e., telemetry to a remote user).
- A "means for retrieving the plurality of sampling containers" — a functional (means-plus-function-style) limitation; the specification discloses access panels (hinged doors 310A/310B with handles) as the corresponding structure.
Dependent-claim themes (claims 2–13)
- Drainage: second opening(s) at the channel's second end to shed excess fluid (claims 2–3) — embodied as weep holes in the specification.
- Retrieval structure: access panel movably attached to the housing, optionally with a locking mechanism and/or hinged attachment (claims 4–6).
- Intake geometry: angled duct end positioned against the flow direction (claim 7); removable cap on the duct first end, optionally lockable (claims 8–9).
- Flow control: a valve assembly coordinated with the channel's first-end opening with open/closed positions, plus a control mechanism selected from a float and an electronic valve controller (claims 10–12).
- Channel arrangement: stair-like/staggered profile of the channels within the housing (claim 13).
Notes on the record (grounded in the patent text)
- Prior art cited of record (13 references) includes US 1,780,597 (Mayhall), US 4,442,720 (DOE), US 5,471,886 (Kalidindi), US 5,603,600-era sampling devices, US 5,788,758 (Vortox, liquid sampling for conduit flow), US 2009/0101555 (Stormwaterx), US 2011/0056890 (Contech), and US 2018/0251713 (Fluidion). Twelve non-patent citations include the EPA Industrial Stormwater Monitoring and Sampling Guide (2009) and Nieminen (2000), A Simple Device for Automatic Sampling of Runoff.
- Forward citations of record include CN 111665093 B, WO 2021072242 A1 (Reign Maker), CN 112816648 B, CN 113933201 B, and US 12,380,178 B1.
- Commercial/technical framing in the specification: the patent positions itself against pump-based automated samplers whose fixed intake point samples a single location as flow rises, arguing that staggered fixed-height troughs yield stage-correlated, discrete samples and reduce analytical cost.
Uncertainty flags
- The Google Patents cache lists "Raph Townsend" as an inventor and the assignment record lists "RALPH" Townsend — I am treating these as the same person, consistent with the assignment document.
- I have no authoritative confirmation of any 2026 litigation or CAFC appeal for this patent; absence of results should not be read as confirmation of none.
- Claim 1's "means for retrieving…" is a functional recitation; whether a court would construe it under 35 U.S.C. § 112(f) and what structure it maps to is a legal question I cannot resolve from the face of the document.
Generated 9/29/2026, 9:31:46 PM
Cases on file (0)
Specific litigation cases in our database that name US patent 10876935. The free-form analysis below may also discuss cases beyond this list.
No cases on file mention this patent. Upload a CSV or add a case manually in Admin → Manage litigation cases.
Litigation summary
Past and pending lawsuits — plaintiffs, defendants, jurisdictions, outcomes, and notable rulings.
I'll research litigation involving US patent 10876935. Let me search multiple sources.
Let me search more targeted litigation sources.
Let me check dedicated litigation databases more directly.
Litigation Search — US Patent No. 10,876,935
Bottom line: I found no record of any litigation (district court, ITC, PTAB, or CAFC appeal) involving U.S. Patent No. 10,876,935.
Searches performed
I queried general web indexes plus the litigation-oriented sources you named (Unified Patents litigation portal, RPX/insight.rpxcorp.com, CourtListener/PACER-indexed documents, Justia dockets, PlainSite, and PTAB/PTACTS), using the exact number 10876935 and the assignee 2NDNATURE Software Inc. No hit returned a lawsuit, complaint, IPR/PGR, ITC Section 337 investigation, or Federal Circuit appeal naming this patent.
Why this result is credible rather than a gap in coverage
- The patent is a young, niche mechanical/environmental device (stormwater runoff sampler), granted 2020-12-29, assigned to 2NDNATURE Software Inc. (Santa Cruz, CA). The patentee is a small stormwater-management software company, not a litigious NPE, so an absence of asserted litigation is not surprising.
- The Google Patents page for US10876935B2 shows no litigation or "Cited By" litigation entries, and lists only patent/publication citations plus non-patent literature (e.g., EPA stormwater monitoring guides, Teledyne Isco sampler data, Nieminen 2000). If the patent were being asserted, litigation-family data would typically surface there.
Important disambiguation warnings (per your strict-interpretation rule)
Several closely-numbered but unrelated records appear in search results — these are not the patent, and I am flagging them so they are not misattributed:
"Patent Application No. 10876935" on PlainSite — This is USPTO application serial number 10/876,935 (filed June 24, 2004; inventor Bennett, Richard Thomas; "Method and system for detecting pending transmissions in a wireless data network"; abandoned). That is a different identifier (an application number, not a patent number) and an unrelated wireless-networking technology. It is not US 10,876,935.
"10876935" UK Companies House — "Action Force Environmental Limited," a UK company number. Unrelated.
"10876935" Chinese trademark — Registration No. 10876935 (NUOTAIDOOR, class 20 furniture). Unrelated.
Various DOIs (e.g.,
10.1016/j.bioelechem.2024.10876935,10.1109/ACIT62805.2024.10876935) — academic identifiers that merely end in the same digit string. Unrelated.My searches also surfaced several genuine patent cases (Natera v. NeoGenomics over U.S. 11,519,035; directPacket v. Polycom; Eclipse IP; Blitzsafe) — these involve different patent numbers and are reproduced here only to note they are not US 10,876,935.
Case table
| Plaintiff | Defendant | Jurisdiction | Case No. | Filing Date | Status/Outcome |
|---|---|---|---|---|---|
| — | — | — | — | — | No litigation located |
Caveats
- I could not directly confirm the absence of litigation by running a live Docket Navigator or PACER "patent number" search, as those are paywalled/subscription databases; my conclusion rests on the free litigation indexes above. A formal clearance check would require a Docket Navigator or Lex Machina query keyed to
10876935. - If you have a specific defendant or venue in mind, or believe a case exists, provide it and I can re-target the search. As of today's date (April 26, 2026 per your instruction), no such proceeding is known to me.
Generated 9/29/2026, 9:31:49 PM
Proceedings on file (0)
All PTAB activity →AIA trial proceedings (IPR / PGR / CBM) filed at the USPTO Patent Trial and Appeal Board against this patent. Sourced from the USPTO Open Data Portal and refreshed every six hours; each proceeding number deep-links to the PTAB E2E docket.
No PTAB proceedings on file. This patent has not been challenged via IPR, PGR, or CBM. The absence is itself a signal — well-asserted patents eventually attract IPRs. The LLM analysis below may surface filings the ODP feed hasn’t indexed yet.
PTAB challenges
AIA trial proceedings at the USPTO Patent Trial and Appeal Board — IPR, PGR, and CBM. Petitioners, judge panels, claim-level invalidation outcomes from Final Written Decisions, and Federal Circuit appeals. The single most important defensive datapoint after litigation history.
I'll verify the canonical "no proceedings" default against live sources before writing the report.
Let me do a final targeted check for any recent filings the ODP ingest might have missed.
Proceedings overview
Total AIA trial proceedings on U.S. Patent No. 10,876,935: 0. Breakdown by status: 0 active, 0 claims invalidated, 0 claims sustained, 0 settled, 0 institution denials. There is no PTAB docket to analyze — the defensive posture this gives a defendant is that all 13 claims are untested at the Board, and an IPR/PGR path remains fully open and unworn.
This is confirmed on both available sources: the structured "PTAB proceedings on file" block (USPTO Open Data Portal, no AIA trial proceedings returned as of the most recent ingest) and my own live searches, which surfaced no petition, institution decision, FWD, or Director Review order naming this patent. Per the operating instruction embedded in the task, the default controls: no PTAB activity on file.
I want to be explicit about the limits of that statement. A negative search result is not a certified negative. PTAB E2E and the ODP trials API are the authoritative sources, and I cannot query them directly from here; I searched indexed web content and secondary aggregators. If a petition were filed very recently (within the last few weeks), or if a proceeding were terminated at the pre-institution stage with minimal public footprint, it might not surface. Verify against PTAB E2E and the USPTO PTAB Decisions page under patent number 10,876,935 before relying on this for a filing deadline or a § 315(b) analysis.
Identifier caution (carried forward from the bibliographic section)
A PlainSite docket indexes "Patent Application No. 10876935" — Examiner Dung Le Lam, inventor Bennett, Richard Thomas, filed 2004-06-24, abandoned for failure to respond to an Office Action, Art Unit 2617. Interpreting the identifier literally, that is a pre-grant application serial number (a wireless data network application), not U.S. Patent No. 10,876,935. These are unrelated records that happen to share an eight-digit string. Do not let a docket search on "10876935" lead you to the abandoned 2004 application and conclude anything about the stormwater sampler. Search instead on the application number 16/132,135 or the patent number with its comma formatting.
Proceedings
None. There is no proceeding to enumerate. To avoid the appearance of an empty template, I am not fabricating headings for proceedings that do not exist.
The absence of any AIA trial is itself the finding. For completeness on what does exist in the file:
- Ex parte reexamination: none on file that I could locate.
- District court litigation: none identified in my searches (consistent with the prior section's finding).
- Federal Circuit appeals: none. An appeal under 35 U.S.C. §§ 141–144 requires a predicate Board decision, and there is none.
- Office-side activity: prosecution was routine — the application was filed 2018-09-14, published as US 2020/0088609 A1 on 2020-03-19, received a Notice of Allowance, and issued 2020-12-29. The 13 claims issued without any intervening PTAB or appeal record.
Strategic summary
Claim status: everything is UNTESTED. All 13 claims stand as issued on 2020-12-29. Claim 1 is the sole independent claim and it has never been construed by the Board. Claims 2–13, which add the drainage/weep-hole limitation (2–3), the access-panel retrieval structure (4–6), the upstream-angled intake duct (7), the lockable duct cap (8–9), the valve assembly with float or electronic control (10–12), and the staggered/stair-like channel profile (13), are all live and all unexamined for validity. The maintenance fee history is clean enough that the patent has not lapsed: the 4th-year fee was paid 2024-07-11 with a late-payment surcharge, and the anticipated expiration is 2038-09-14. This is a young, healthy patent roughly six years post-issue with a long runway — precisely the profile that eventually attracts IPR attention if the owner starts asserting it.
Estoppel landscape: nothing is consumed. Because no IPR has been instituted, § 315(e)(2) estoppel has never attached to anyone. A defendant today faces no estoppel bar whatsoever and can raise any § 102 or § 103 ground, in any forum, based on any art. That cuts both ways: the patent owner also has no adverse Board record to work around, and no claims have been narrowed by amendment or cancellation — so any invalidity theory has to be built from scratch against the full issued scope. The cited-of-record prior art gives a defendant a useful head start: US 5,788,758 (Vortox, "Liquid sampling apparatus for conduit liquid flow") and US 2018/0251713 (Fluidion) are the closest conduit-sampling references, and the twelve non-patent citations — notably the EPA Industrial Stormwater Monitoring and Sampling Guide (EPA 832-B-09-003, March 2009) and Nieminen, "A Simple Device for Automatic Sampling of Runoff for Quality Monitoring During Rainfall Events," Boreal Environment Research (2000) — are the kind of printed publications that make strong § 102(b) art against a 2018 priority date. The two-year-plus gap between the Nieminen 2000 publication and the Fluidion 2018 pre-grant publication, with the patent's own 2018-09-14 filing date, means nearly all of this art predates the critical date comfortably.
Pattern signals: none of the usual markers. No serial petitioner, no follow-on petition cluster, no joinder request, no defensive aggregator such as Unified Patents in the chain (the patent is held by 2NDNATURE Software Inc., a small California entity founded by inventor Nicole Beck, who is also its CEO — this is an operating company in the stormwater-compliance software space, not a monetization vehicle). The patent owner has not pursued any PTAB appeal, because it has never needed to. The forward-citation picture (CN 111665093 B, WO 2021072242 A1 / Reign Maker, CN 112816648 B, CN 113933201 B, US 12,380,178 B1) shows the technology being built on by others, mostly abroad, which is a longevity signal but not a litigation one.
Recommended next steps
If you are a defendant and have been contacted — or expect to be contacted — about this patent, note that there is no FWD to point to. You cannot tell a plaintiff that claims 1–5 have been canceled, because they have not been. Any invalidity position must be built fresh. Concretely:
Confirm the negative before spending money on it. Pull the file direct from PTAB E2E and the USPTO Patent Center under application 16/132,135. The ODP-derived list in this prompt is canonical for AIA trials, but a live E2E search costs nothing and converts my "no activity found" into a verified "no activity."
Timing windows are wide open. With no proceeding on file, there is no institution decision deadline, no oral hearing date, and no statutory one-year FWD due date to track — § 316(a)(11)'s clock only starts when the Director notices institution. If you are a defendant served with a complaint, your § 315(b) one-year window to file an IPR begins on service and is the binding constraint, not any PTAB schedule.
Attack surface worth scoping early. Claim 1's final limitation — "a means for retrieving the plurality of sampling containers" — is a functional recitation. The specification discloses access panels (hinged doors 310A/310B with handles 220) as the corresponding structure. Whether § 112(f) applies, and what structure is thereby incorporated, is a construction question that could materially narrow the claim or expose it to a written-description challenge; the other limitations were added as dependent claims (4–6) rather than in the independent claim, which is itself a drafting signal about where the applicant believed the novelty lay. Note also that this is a 2018-filed, post-AIA patent, so a PGR under § 321 is time-barred (nine months from issue expired 2021-09-29) while IPR remains available indefinitely — meaning § 112 grounds cannot be raised at the Board and must be litigated in district court.
Do not over-read the silence. A well-asserted, high-revenue patent with a 2038 expiration would normally attract an IPR petition. That this one has not suggests it is not currently being asserted aggressively — which is a commercial signal about the owner's posture, not a legal one about the patent's strength. Treat it as a reason to negotiate from a well-researched position, not as evidence that the patent is weak.
Caveat on sourcing: the two external links above are the authoritative places to verify the negative. I did not locate any PTAB or CourtListener opinion for this patent, so there is nothing specific to link to; the PTAB Decisions search and CourtListener are the correct starting points if you need to run the check yourself.
Generated 9/29/2026, 9:32:05 PM
Ownership chain (1)
Asserters network →Structured records extracted from the assignment-history narrative below. Each entity links to its full ownership-network profile.
2020-04-21 · recorded 2020-05-11 · reel 052627/0651 · Assignment
BECK, NICOLE; MCDONALD, KRISTA; TOWNSEND, RALPH; KRAFT, ROBB2NDNATURE SOFTWARE INC.
confirmatory/curative assignment
Assignment history
Inventors, original assignee, and the chain of ownership recorded with the USPTO — including the correspondent attorney who recorded each assignment, since shell-LLC chains often share one repeat-player attorney even when the entity names look unrelated. Surfaces NPE / patent-troll patterns: shell-entity transfers, known asserters in the chain, repeat correspondent fingerprints, pre-litigation assignments, and bankruptcy fire-sales.
I'll research the assignment record and assignee details. Let me run several searches.
Let me look deeper into the assignment records and the inventors.
Let me check for any other recorded assignments or security interests involving this assignee.
Inventors
All four named inventors are recorded on the single assignment (Reel 052627/0651) as assignors to 2NDNATURE SOFTWARE INC.:
| Inventor | As recorded in assignment | Employment at filing (as determinable) |
|---|---|---|
| Nicole Beck | BECK, NICOLE | Founder/CEO of 2NDNATURE (and founder of the affiliated consulting firm 2ndNature LLC, est. 2004); PhD aquatic chemistry, UC Santa Cruz. Confirmed by press coverage and 2NDNATURE's own publications. |
| Krista McDonald | MCDONALD, KRISTA | 2NDNATURE scientist; co-author with Beck on Conley, Beck, Riihimaki, McDonald & Tanner, Water 13(3):255 (2021). Strongly corroborated, not a formal employment record. |
| Ralph Townsend | TOWNSEND, RALPH | Listed as "Raph Townsend" on Google Patents. Affiliation with 2NDNATURE not independently confirmed in reachable sources. |
| Robb Kraft | referenced as "AND OTHERS" in the assignment abstract | Affiliation with 2NDNATURE not independently confirmed in reachable sources. |
Unusual-pattern check: Not present. There is no evidence of any inventor departing the assignee within 12 months of the 2018‑09‑14 filing, and no evidence of a post-filing inventor exodus. Beck remains CEO and is publicly identified as such in 2NDNATURE's 2025 patent announcement. The inventors' execution dates (2019‑01‑14 to 2020‑04‑21) show staggered signing over ~15 months, which is a confirmatory/curative paperwork lag, not attrition.
Discrepancy flag vs. the previously generated summary: Google Patents renders the third inventor "Raph Townsend" while the assignment record renders "RALPH." The prior section already flagged and reconciled this; I concur with treating them as one person.
Original assignee
2NDNATURE Software Inc. (also styled "2ndnature Software Inc." on the front page). Address of record on its own commercial documents: 500 Seabright Ave, Suite 205, Santa Cruz, CA 95062.
- Primary line of business: SaaS for municipal stormwater permit (MS4/NPDES) compliance — flagship product 2NFORM, plus a newer Rainsteward corporate portfolio product. Founded ~2016 as the software arm spun out of 2NDNATURE, LLC, an environmental-science consulting firm Beck founded in 2004. This LLC/Inc. split matters for ownership questions: the assignee of record is the Software Inc., not the consulting LLC (and the latter appears in the patent's own non-patent citations as "2NDNATURE, LLC et al., Dec. 20, 2017").
- Does it ship a product embodying the claims? The claims are directed to a physical passive stormwater sampler (housing, staggered troughs, sampling containers). 2NDNATURE's demonstrated commercial products are software (2NFORM, Rainsteward). The patent is best characterized as practice-enabling / method-and-instrument IP supporting their stormwater science practice, not a product they appear to mass-market as a hardware device. I found no evidence of a commercially sold sampler embodying claim 1.
- Current status: operating. It raised a $5M Series A (June 2021) with backing that includes Techstars and USDA-linked grant funding, employs roughly 15 people, and announced a further granted patent (U.S. 12,573,143) in 2025 — i.e., it is filing new patents, the opposite of a wind-down signal. No bankruptcy, dissolution, or acquisition found.
Assignment timeline
There is exactly one recorded assignment for US 10,876,935. No security agreement, no merger, no change of name, no release, and no post-issuance transfer appears in the Google Patents legal-events feed or in the searched assignment indexes.
- 2019‑01‑14 through 2020‑04‑21 (executed — earliest and latest signer dates) / recorded 2020‑05‑11 — Reel 052627/0651
- Conveyance: Assignment of assignors' interest (title: "ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT FOR DETAILS)"). Recorded as a reassignment event on Google Patents.
- Assignor: BECK, NICOLE; MCDONALD, KRISTA; TOWNSEND, RALPH; and Kraft, Robb (rendered as "AND OTHERS" in the abstract; Google's assignee-history entry names "Kraft, Robb")
- Assignee: 2NDNATURE SOFTWARE INC., California
- Correspondent: NOT RETRIEVABLE from the sources I could reach. This is a genuine data gap, not a null finding. The Assignment Center record's correspondent field (and the prosecuting attorney/agent of record for application 16/132,135) would need a direct query at the Assignment Center or Patent Center to populate. I will not guess a name.
- Context: Confirmatory/curative assignment — inventors' rights recorded to the company that filed the application (2018‑09‑14) and holds it today. Not a sale, not a fire-sale, not a transfer to an asserter.
Cross-checks performed: SEC EDGAR — 2NDNATURE Software Inc. is privately held and files no 10‑K/8‑K, so there is no securities disclosure of any patent transfer or privateering arrangement. RPX / Unified Patents asserter directories — no listing for 2NDNATURE Software Inc. or any related entity. Google Patents forward/backward citation lists — no litigation-family entries.
Note on the record's integrity: the patent's ownership attributes are internally consistent — filing 2018‑09‑14, issue 2020‑12‑29, assignee of record unchanged, maintenance fee paid 2024‑07‑11 (4th year, small entity, with late-payment surcharge M2554). Anticipated expiration 2038‑09‑14. Nothing in the chain is stale or orphaned.
Timeline diagram
timeline
title Ownership of US 10876935
2018 : Filed by 2ndnature Software Inc
2019 : Inventors begin executing assignment
2020 : Assignment recorded reel 052627 0651
: Patent issued Dec 29
2024 : 4th year maintenance fee paid
Parser note: I avoided commas, slashes, and parentheses in event text per your constraint. The reel is shown space-separated ("052627 0651") rather than "052627/0651" so the Mermaid parser does not choke.
NPE / troll-pattern signals
| # | Signal | Call | Evidence |
|---|---|---|---|
| 1 | Shell-entity transfer | Not present | The only transfer is inventors → 2NDNATURE SOFTWARE INC. (Reel 052627/0651), an operating company with 15 employees, a commercial address at 500 Seabright Ave Ste 205, Santa Cruz CA, revenue-generating SaaS subscriptions, and a 2021 Series A. No "IP/Holdings/Ventures/Licensing" suffix anywhere in the chain. No single-purpose Delaware/Texas LLC. |
| 2 | Known asserter in the chain | Not present | Neither assignor nor assignee matches Acacia, Marathon, Intellectual Ventures, IPNav, Wi‑LAN, Conversant/Mosaid, Vringo, Pendrell, MPHJ, Lumen View, Round Rock, Document Generation Corp, or any Spangenberg-linked entity. No appearance in Unified Patents / RPX high-frequency-plaintiff listings. |
| 3 | Repeat correspondent across the chain | Unclear | Not assessable — with a single assignment link there is no "chain" in which recurrence could be observed, and I could not retrieve even that one correspondent name. This is the one signal I would need Assignment Center access to close out, and even then a lone appearance would not be a finding under your own rule. |
| 4 | Cascading transfers (<24 months) | Not present | One assignment in the patent's entire life; elapsed 2018 → 2026 with no second transfer. |
| 5 | Pre-litigation transfer | Not present | No infringement suit naming this patent exists to anchor a 6-month look-back (consistent with the litigation section already generated). |
| 6 | Bankruptcy fire-sale | Not present | No Chapter 7/11 proceeding found for 2NDNATURE Software Inc.; the company made a $5M raise in 2021, paid its 4th-year maintenance fee in July 2024, and announced a newly granted patent in 2025. |
| 7 | Privateering | Not present | No transfer to a third-party assertion vehicle; the operating company retained title. No SEC or press coverage of an enforcement-campaign arrangement. |
| 8 | Defensive aggregator | Not present | Chain does not terminate at RPX, AST, LOT, Unified Patents, or OIN; it terminates at the original operating assignee. |
Contradictions flagged with earlier sections:
- The previously generated litigation section states "As of today's date (April 26, 2026 per your instruction)," but the operating date for this task is 2026‑09‑29. The conclusion (no litigation) is unaffected; only the stated as-of date is stale.
- That same section's prior-art list renders the Hunter reference as "US 5,603,600-era sampling devices." The actual of-record reference is US 5,608,171 ("Distributed, unattended wastewater monitoring system," Hunter, 1997‑03‑04). The "5,603,600" token is a transcription error worth correcting so it isn't propagated.
Verdict
Insufficient data.
Under your stated definition this verdict is compelled: the record contains only the original assignment (Reel 052627/0651, recorded 2020‑05‑11), so there is no transfer chain to evaluate for NPE patterning. Substantively, every affirmative piece of evidence points away from an NPE — a single confirmatory inventors-to-company assignment, an assignee that is a 15-person operating SaaS firm in Santa Cruz with a 2021 Series A and a 2025 follow-on patent, a maintenance fee paid in 2024, and zero litigation. The honest characterization is therefore "a non-asserting operating company that still owns its patent" — but because that is the absence of a pattern rather than a demonstrated one, and because I could not retrieve the correspondent of record (the single most informative field you asked for), I am not upgrading this past insufficient data.
Verification links:
- USPTO Assignment Center — https://assignmentcenter.uspto.gov/ (search patent number
10876935or application16/132,135; the record should return Reel/Frame052627/0651) - Legacy Patent Assignment Search — https://assignment.uspto.gov/patent/index.html
- Primary bibliographic/legal-events source — https://patents.google.com/patent/US10876935/en
To close the remaining gap, the Assignment Center abstract for Reel 052627/0651 and the Patent Center attorney/agent of record for application 16/132,135 will yield the correspondent name. I could not retrieve either with the tools available here, and I have deliberately left that field blank rather than infer it from the assignee's business address.
Generated 9/29/2026, 9:32:23 PM
Prior art
Earlier patents, publications, and products that may anticipate or render the claims unpatentable.
I'll research each cited prior-art reference to build an anticipation analysis. Let me run targeted searches on the key patent citations.
Good detail. Now let me research the remaining cited patents.
Search note and confidence boundary
Scope performed: I re-pulled the USPTO/Google Patents record for US 10,876,935 B2 (US 16/132,135) and worked from the 13 patent citations listed in the "Patent Citations" section of that record, which I cross-checked against full-text/PATENT PDFs where reachable.
Important caveat (do not skip): My tooling hit a hard step limit partway through. I obtained solid full-text detail for US 5,783,758 (Vortox), US 1,780,597 (Mayhall), US 2009/0101555 (StormwateRx), US 2013/0000391 / US 8,770,048 (Khuzwayo), and US 2018/0251713 (Fluidion). For the remaining eight I have the bibliographic data and titles of record but did not retrieve full specifications; those entries are marked [metadata-only — verify full text before relying]. I am flagging this rather than dressing up title inference as verified disclosure.
Strict-interpretation note: Every reference below is keyed literally to the number in the '935 record. A prior search returned a PlainSite "Patent Application No. 10876935" (app. 10/876,935, Bennett, 2004, wireless data networks) — that is a different identifier and is excluded here, as established in the prior section.
Legal frame: US 10,876,935 has a filing/priority date of 2018-09-14 (AIA case). All 13 cited references published before that date, so all are facially available as § 102(a)(1)/§ 102(a)(2) prior art. Anticipation under § 102 requires every element of a claim in a single reference.
Anticipation landscape — headline finding
No cited reference is a true single-reference anticipatory reference to claim 1, or to any dependent claim standing alone (dependents incorporate claim 1). Claim 1's conjoint requirement of (a) a ≥6-walled housing near a flowing source, (b) multiple elongated channels at differing heights fed by (c) dedicated elongated ducts, (d) sampling containers per channel, (e) a flow-data monitoring/telemetry system, and (f) a container-retrieval means is not met by any one of the 13. The cited set is best characterized as a § 103 combination landscape plus background/technical art, not a § 102 anticipation set.
Below I nonetheless map the claim(s) against which a § 102 argument could plausibly be pressed (even if it would likely fail), and separately flag where the reference is realistically only § 103 material.
Reference-by-reference analysis
1. US 1,780,597 A — Mayhall & Morrison — "Liquid-testing device" (metadata verified via full text)
| Field | Value |
|---|---|
| Publication date | 1930-11-04 (granted) |
| Filing date | 1926-10-04 (Ser. No. 139,373) |
| § 102 status | Printed publication prior art (§ 102(a)(1)) |
| Description: A "thief" sampler on a staff that is immersed in a tank car; it carries a plurality of detachable receptacles that by submersion fill with samples "taken at different levels," each receptacle fitted with an inlet valve, plus thermometers and an ullage indicator. | |
| Potential § 102 mapping: Touches claim 1's "differing heights" sampling and claims 10–12 (inlet valve) — this is genuine multi-level, valved capture. Assessment: not anticipatory of claim 1 (no housing, no flow-source ducts, no monitoring system, no retrieval means); best used as § 103 art against the "samples at differing levels + inlet valve" concept, or as background showing multi-depth sampling is old. |
2. US 4,442,720 A — U.S. DOE — "Sampling device for withdrawing a representative sample from single and multi-phase flows" [metadata-only]
| Field | Value |
|---|---|
| Publication date | 1984-04-17 (granted) |
| Filing date | 1980-07-29 |
| Description (from title/record): A device for withdrawing a representative sample from flowing single- and multi-phase streams. | |
| Potential § 102 mapping: Bears on the representative-sampling-from-flow objective threaded through claim 1 (fluid from the external source entering channels). Assessment: not anticipatory — I could not retrieve structure; on its face it addresses a sampling probe/representative-sample problem, not a multi-channel staggered housing. Treat as background/§ 103 pending full-text review. |
3. US 5,471,886 A — Kalidindi — "Unit-dose liquid sampling device and method of use" [metadata-only]
| Field | Value |
|---|---|
| Publication date | 1995-12-05 (granted) |
| Filing date | 1993-06-02 |
| Description (from title/record): A unit-dose (single-portion) liquid sampling device. | |
| Potential § 102 mapping: Peripheral. A single-dose sampler is not the "plurality of sampling containers, one per channel" architecture of claim 1. Assessment: not anticipatory; low relevance. |
4. US 5,475,188‑era (as listed: 5,603,600-era device) — see note
The '935 record lists the cluster US 5,471,886; US 5,603,600-era; US 5,788,758; the "5,603,600-era" entry in my earlier summary is ambiguous. I am not going to invent a specification for an unverified number. Per the literal-ID rule, the verified entries are US 5,471,886, US 5,603,600-area items flagged above, US 5,788,758 (below), US 5,942,440 (below). If your target is a specific serial, give the exact number and I will pull it.
5. US 5,603,600 / US 5,608,171 — Hunter — "Distributed, unattended wastewater monitoring system"
(The '935 record lists US 5,608,171 A, Hunter, granted 1997-03-04, filed 1993-11-16.) [metadata-only]
| Field | Value |
|---|---|
| Publication date | 1997-03-04 |
| Filing date | 1993-11-16 |
| Description (from title/record): A distributed, unattended wastewater monitoring system — i.e., remote/automated monitoring stations reporting without on-site personnel. | |
| Potential § 102 mapping: Directly relevant to claim 1's "monitoring system that collects fluid flow data … in electronic communication with a user receivable terminal." Assessment: not anticipatory of claim 1 (it is a monitoring system, not the staggered passive sampler), but it is the most on-point reference for the telemetry/monitoring element. Classic § 103 art to combine with a sampler. |
6. US 5,783,758 A — Vortox Company — "Liquid sampling apparatus for conduit liquid flow" (full text verified)
| Field | Value |
|---|---|
| Publication date | 1998-07-21 |
| Filing date | 1996-02-12 |
| Description: A passive, no-power, in-the-pipe sampler clamped inside a storm drain conduit. It has an inlet with a float valve that stays closed until the water rises above and submerges the inlet and recloses when the collection chamber fills; a sample collection chamber; a supporting base adjustable up and down within the conduit; and a dam variant. Its stated uses are stormwater runoff monitoring and locating contamination sources in storm drain systems. | |
| Potential § 102 mapping: Strongest structural analog for claims 10–12 (valve assembly with open/closed positions responsive to water level; float control) and for the general passive in-conduit stormwater-sampling concept. Assessment: does NOT anticipate claim 1 — it is a single sampling chamber (no plurality of channels at differing heights), no six-walled housing, no plurality of elongated ducts, no monitoring/telemetry, no access-panel retrieval means. It is an important § 103 reference and shows the float-valve sampling principle pre-dates '935. |
7. US 5,942,440 A — Lockheed Martin Idaho Technologies — "Method for detecting organic contaminants in water supplies" [metadata-only]
| Field | Value |
|---|---|
| Publication date | 1999-08-24 |
| Filing date | 1997-04-04 |
| Description (from title/record): A method for detecting organic contaminants in water. | |
| Potential § 102 mapping: A method, whereas every claim of '935 is an apparatus claim ("A system for collecting fluid samples comprising…"). Assessment: no anticipation of any claim — different statutory category and no apparatus structure. Background only. |
8. US 2009/0101555 A1 — StormwateRx, LLC — "Passive stormwater management apparatus and system" (full text verified)
| Field | Value |
|---|---|
| Publication date | 2009-04-23 |
| Filing date | 2007-10-18 |
| Description: A passive, gravity-driven stormwater treatment vessel (later US 8,002,974). A sealed container with influent distribution headers producing "plural spaced streams" over layered filter media, and "weep conduits" that promote drain-down of accumulated stormwater when influent flow ceases, plus a high-flow bypass. | |
| Potential § 102 mapping: Notably relevant to (i) the distribution-duct-like header feeding plural streams and (ii) claims 2–3's "second opening … such that excessive fluid may drain" — its weep conduits are conceptually a drain-down function. Assessment: does NOT anticipate claim 1 — it is a filtration device with no sampling containers, no multi-level sampling channels, no monitoring/telemetry. Best as § 103 art on the "distribute flow + weep-drain" sub-features. |
9. US 2011/0056890 A1 — Contech Construction Products — "Stormwater filtration apparatus, system and method" [metadata-only]
| Field | Value |
|---|---|
| Publication date | 2011-03-10 |
| Filing date | 2009-09-09 |
| Description (from title/record): A stormwater filtration apparatus/system. | |
| Potential § 102 mapping: Same category as StormwateRx — treatment, not sampling. Assessment: not anticipatory; background/§ 103 on the stormwater-structure context only. |
10. US 2013/0000391 A1 (granted as US 8,770,048 B2) — Khuzwayo — "Device for measuring and sampling liquid" (full text verified)
| Field | Value |
|---|---|
| Publication date | 2013-01-03 (grant 2014-07-08) |
| Filing date | PCT/IB2010/055444, 2010-11-26 (priority ZA 2009/08360) |
| Description: An elongate hollow body with a plurality of longitudinally spaced sampling ports (three pairs at spaced-apart positions) opening into discrete longitudinal sections/chambers, surrounded by a sleeve having corresponding outer ports. Relative displacement of body/sleeve moves the ports between an open position (ports in register, liquid flows in) and a closed position (flow prohibited) — i.e., a simultaneous multi-level open/close valve arrangement. | |
| Potential § 102 mapping: The strongest single analog for multi-elevation, valved sample capture — genuinely touches claim 1's "differing heights" sampling and claims 10–12 (valve assembly with open/closed positions). Assessment: does NOT anticipate claim 1 — it is a single probe inserted into a closed tank (e.g., fuel tank), not a housing positioned near a flowing external source; no plurality of elongated ducts, no per-channel sampling containers, no monitoring/telemetry, no retrieval panel. High-value § 103 reference. |
11. US 8,610,895 B1 — Halliburton Energy Services — "Method and apparatus for analyzing multiphase fluid flow using a multivariate optical element calculation device" [metadata-only]
| Field | Value |
|---|---|
| Publication date | 2013-12-17 |
| Filing date | 2012-07-23 |
| Description (from title/record): Optical/MOE-based analysis of multiphase fluid flow. | |
| Potential § 102 mapping: An analytical instrument, not a passive multi-channel sampler. Assessment: no anticipation of any claim; background only. |
12. CN 205317538 U — 王传胜 — "Road surface rainfall runoff sampling device" (utility model) [metadata-only — Chinese-language; translation needed]
| Field | Value |
|---|---|
| Publication date | 2016-06-15 |
| Filing date | 2016-01-19 |
| Description (from title/record): A road-surface rainfall-runoff sampling device (utility model). | |
| Potential § 102 mapping: Thematically closest to '935's field (road/urban runoff sampling). Assessment: almost certainly does NOT anticipate claim 1 — I could not verify structure (Chinese text not retrieved/translated), and a utility model of this title typically captures runoff at a point, without staggered channels, per-channel containers, dedicated ducts, or telemetry. Do not rely on it for a § 102 position without a certified translation and element map. |
13. US 2018/0251713 A1 — Fluidion SAS — "Field-deployable multiplexed sampling and monitoring device and bacterial contamination measurement method" (full text verified)
| Field | Value |
|---|---|
| Publication date | 2018-09-06 |
| Filing/priority | Provisional 62/465,232 (2017-03-01); non-provisional 2018-03-01 |
| § 102 status | Published 8 days before the '935 filing — qualifies as § 102(a)(1)/(a)(2) art |
| Description: A field-deployable multiplexed sampler: one or more sample bottles at different depths, each with an inlet check valve; pumps and control valves to acquire samples without cross-contamination; autonomous triggering by sensor or schedule; wireless/remote communication; integrated monitoring. | |
| Potential § 102 mapping: The single most relevant reference for the "plurality of sampling containers" element and the monitoring/telemetry/"user receivable terminal" element of claim 1, and for valve/controlled-intake features. Assessment: does NOT anticipate claim 1 — it is an active pumped autosampler, expressly not submersible-in-pipe, with no six-walled housing, no elongated channels at differing heights, and no elongated ducts; indeed the '935 specification distinguishes itself from exactly this class of pump-based system. High-value § 103 reference and the most dangerous prior art given its proximity in time and field. |
Consolidated mapping table
| # | Reference | Pub. date | Claim(s) a § 102 argument could target | Realistic role |
|---|---|---|---|---|
| 1 | US 1,780,597 (Mayhall) | 1930-11-04 | 1 (differing-height sampling), 10–12 (inlet valve) | § 103 / background |
| 2 | US 4,442,720 (DOE) | 1984-04-17 | 1 (representative flow sampling) | § 103 / background |
| 3 | US 5,471,886 (Kalidindi) | 1995-12-05 | — | Low relevance |
| 4 | US 5,608,171 (Hunter) | 1997-03-04 | 1 (monitoring/telemetry element) | § 103 (telemetry) |
| 5 | US 5,783,758 (Vortox) | 1998-07-21 | 10–12 (float valve) | Key § 103 (passive in-pipe sampler) |
| 6 | US 5,942,440 (Lockheed) | 1999-08-24 | — (method, not apparatus) | Background |
| 7 | US 2009/0101555 (StormwateRx) | 2009-04-23 | 2–3 (weep/drain-down), distribution | § 103 |
| 8 | US 2011/0056890 (Contech) | 2011-03-10 | — | Background |
| 9 | US 2013/0000391 / US 8,770,048 (Khuzwayo) | 2013-01-03 | 1 (differing heights), 10–12 (valve) | Strong § 103 |
| 10 | US 8,610,895 (Halliburton) | 2013-12-17 | — | Background |
| 11 | CN 205317538 U | 2016-06-15 | 1 (same field) — unverified | Verify; likely § 103 |
| 12 | US 2018/0251713 (Fluidion) | 2018-09-06 | 1 (containers; monitoring) | Most relevant § 103 |
(I list 12 rows because the '935 record's 13 patent citations include the several "5,603,600-era / 5,603,600 / 5,608,171" cluster; the exact 13th entry should be confirmed against the certified list rather than my summary. Flagged, not papered over.)
Bottom line for your § 102/§ 103 posture
- No § 102 anticipation of claim 1 by any cited reference — the conjoint housing + staggered channels + dedicated ducts + per-channel containers + telemetry + retrieval-means combination is absent from all 13.
- No dependent claim is independently anticipated (each incorporates claim 1).
- The genuine § 102-risk surface, if any, lies in the sub-features: multi-level valved sampling (Mayhall; Khuzwayo) and passive conduit sampling with a float valve (Vortox). A challenger would need to combine these with telemetry (Hunter) and modern multiplexed containers (Fluidion) — i.e., an obviousness (§ 103) attack, which is the realistic threat model, not anticipation.
- Fluidion US 2018/0251713 is the reference to watch: published eight days pre-filing, same field, discloses multi-container sampling + monitoring, and can be a § 102(a)(2)-style anchor for the container/monitoring genus.
Two honest gaps: (a) eight of the references above remain metadata-only in this pass — verify their specifications before citing them; (b) I could not run a paywalled Docket Navigator/Lex Machina "patent number" query, so this is a prior-art citation analysis, not a litigation-clearance opinion.
Generated 9/29/2026, 9:32:39 PM
Obviousness
Combinations of prior art that suggest the claimed invention would have been obvious under 35 U.S.C. § 103.
I'll research the key prior-art references of record before building the obviousness combinations.
Let me research the remaining key references relevant to the obviousness combinations.
Obviousness Analysis — U.S. Patent No. 10,876,935 B2 under 35 U.S.C. § 103
Building on the earlier bibliographic and litigation sections. This section does not repeat claim text or reference lists except where needed to chart limitations.
Note on the date: your task header specifies April 26, 2026, while the environment clock reads September 29, 2026. I use "2026" generically below; nothing in this analysis turns on the exact day.
Note on scope: I confine myself to the references of record (the 13 patent citations and 12 non-patent citations listed on the face of US 10,876,935), per your instruction to "use the results from the Prior Art section." All of them pre-date the Sept. 14, 2018 filing date and therefore qualify as prior art under AIA § 102(a)(1)/(a)(2). I flag explicitly where I could not retrieve the full text of a reference and am therefore relying on its title/abstract as reflected in the record rather than asserting its disclosure.
1. Framework and the level of ordinary skill
A § 103 analysis applies the Graham v. John Deere factors as refined by KSR Int'l Co. v. Teleflex Inc., 550 U.S. 398 (2007): (1) scope/content of the prior art; (2) differences between the prior art and the claims; (3) level of ordinary skill; (4) secondary considerations. KSR holds that a combination is obvious where the improvement is a predictable use of prior-art elements according to known methods, yields no more than expected results, and where the motivation comes from "the nature of the problem," "the design incentives," "market demand," or "any need or problem known in the field of endeavor." MPEP § 2143 supplies the enumerated rationales used below.
Level of ordinary skill (PHOSITA): Given the field (passive stormwater-runoff sampling and open-channel flow instrumentation) and the references of record, I would set the PHOSITA at a person with a bachelor's degree in civil, environmental, or mechanical engineering and about 2–5 years' experience deploying stormwater water-quality monitoring equipment, or equivalent. This is a mature, largely empirical art — the cited non-patent literature (EPA guide, Teledyne Isco sampling guides, Urban Stormwater BMP Performance Monitoring, Nystrom's flow-proportional sampling paper) is field-practice literature, not cutting-edge science. That matters, because KSR gives great weight to what is "routine" in an empirical field.
A candid framing of the challenge: every reference invoked below was of record and the examiner allowed the claims over all of them (Notices of Allowance Apr. 2, 2020 and Aug. 20, 2020; grant Dec. 29, 2020). So a § 103 attack here is a reconstruction, and its strength varies sharply by claim. In my assessment the dependent claims 2–12 are the weak link for the patentee; claim 1's particular architecture is where the argument is genuinely contested.
2. Element-by-element reading of claim 1
| Claim 1 limitation | What the art teaches | Reference(s) |
|---|---|---|
| 1(a) External housing of ≥6 interconnected walls with internal chamber, near a fluid source with directional flow | Enclosures/bases housing a sampling device mounted in a horizontal storm drain conduit through which water flows directionally; sump-and-grate installations | US 5,783,758 (Vortox); US 5,608,171 (Hunter) manhole structures |
| 1(b) Plural elongated channels in the chamber, each spanning opposite walls, first-end opening, at differing heights | "Means for adjusting the level of said inlet within said conduit" and adjustable support (claims 15, 17, 19–21); dam embodiment causing backup to a set level | Vortox '758; US 2013/0000391 (Khuzwayo) — three longitudinally spaced pairs of sampling ports opening into separate chambers at different levels; Nieminen 2000 — multiple collection pipes/bottles actuated at successive flow stages |
| 1(c) Plural elongated ducts, first end communicating with the source, second end with a channel | Inlet risers, inlet passages, and collection pipes that conduct fluid from the ambient body into a chamber | Vortox '758 (inlet riser/inlet passage); Nieminen 2000 (collection pipes attached to the floating funnel); Khuzwayo (sleeve/body ports) |
| 1(d) Plural sampling containers, ≥1 per channel, in fluid communication with entering fluid | Sample collection chambers; four collection bottles per sampler; multiplexed bottles | Vortox '758; Nieminen 2000; US 2018/0251713 (Fluidion) — multiple sample bottles sampled "at different depths" with no cross-contamination |
| 1(e) Monitoring system collecting flow data, in electronic communication with a user-receivable terminal | Flowmeter stations + datalogger + wireless transceiver/base-station computer for storm and wastewater flows | US 5,608,171 (Hunter) — squarely on point |
| 1(f) "Means for retrieving the plurality of sampling containers" | Removable sampler retrievable from its casing; hinged/movable access structures | Vortox '758 (removably secured to supporting base); Hunter (manhole access) |
The only element for which I found no clean one-to-one antecedent in the record is the combination in 1(b)+1(c) of a multi-walled housing containing a plurality of elongated troughs, each spanning opposite housing walls, each individually fed by its own elongated duct, at staggered elevations. Each sub-part is taught somewhere; the assembled architecture is what distinguishes the claim.
3. Primary § 103 combinations
Combination A — Vortox '758 + Khuzwayo '391 + Hunter '171 (core apparatus + multi-level sampling + telemetry)
What each contributes. Vortox '758 is the closest single reference: it teaches a passive, non-powered sampler mounted inside a storm drain conduit, having an inlet with a float valve that stays closed until the inlet is submerged and then opens to fill a sample collection chamber, is removably secured to a supporting base (retrieval), and — critically — includes means for adjusting the level of the inlet within the conduit (see US5783758A, https://patents.google.com/patent/US5783758A/en; spec. supporting-base and dam embodiments). Khuzwayo '391 teaches that instead of one fixed intake, one may place three longitudinally spaced pairs of sampling ports, each opening into its own chamber/section, so distinct volumes are captured at distinct levels (https://patents.google.com/patent/US20130000391). Hunter '171 teaches the standard telemetry layer: a flowmeter station with a datalogger and wireless transceiver, networked to a base-station computer for unattended stormwater flow monitoring (https://patents.google.com/patent/US5608171).
Motivation to combine (rationale: known problem + predictable result). The patent's own background concedes the problem: a pump/pump-intake "located at a single position" cannot "provide an adequate sample of the overall flow rate or sediment content as flow increases," and the field literature of record confirms the stakes — the specification cites the well-documented phenomenon that storm runoff carries the bulk of pollutant mass in the leading fraction of the storm volume, and Nieminen (2000) exists precisely because simple, cheap, event-triggered multi-sample runoff samplers were needed. A PHOSITA reading Vortox '758 (which already advertises an adjustable inlet level) and Khuzwayo '391 (which already multiples a single intake into several level-distinct intakes) would recognize that stacking Vortox-style float-valve inlets at different elevations simply scales the known technique to the known problem — i.e., "the improvement is a predictable use of prior-art elements." Adding Hunter '171's telemetry to tell field personnel when a runoff event was even large enough to trigger sampling is the routine instrumentation step the field had already commercialized (Hunter itself names the American Sigma and Isco sampler/flowmeter families).
Where this combination is vulnerable to attack by the patentee. Vortox teaches one collection chamber per sampler; Khuzwayo's multiple ports are spaced along a single submerged elongate body, not laid out as troughs spanning the opposite walls of a six-walled housing. A patentee can argue that neither reference, alone or combined, suggests enclosing the multiple level-distinct channels inside a common housing with per-channel distribution ducts, and that the examiner evidently agreed. This is the crux I would expect a § 103 challenger to have to brief.
Combination B — Nieminen 2000 + Vortox '758 + Hunter '171 (passive multi-bottle sampling + in-pipe mounting + telemetry)
Nieminen's device is a passive, electronics-free, event-triggered sampler with four collection bottles fed through collection pipes and cork chambers, explicitly motivated by cost ("inexpensive, thus allowing use at many sites") — the same cost-driven design incentive the patent invokes to distinguish itself from pump-based auto-samplers (https://jukuri.luke.fi/bitstream/handle/10024/[508537](/patent/508537)/MikaN.pdf). Combining Nieminen's plural-bottle, successive-stage collection concept with Vortox's in-conduit mounting and float-actuated inlet and Hunter's datalogger/telemetry supplies 1(b)–(e).
Motivation: the problem statements are congruent — Nieminen targets "runoff during rainfall events," the same use case. A PHOSITA seeking a low-cost, multi-sample, no-power sampler for a pipe/outfall would look directly to these references. Rationale: KSR "market demand / design incentive" plus "prior art ready for improvement."
Combination C — Fluidion '713 + Hunter '171 (multiplexed multi-depth sampling + remote monitoring)
Fluidion's publication expressly states that its device samples "at different depths" and that conventional hose-and-pump autosamplers "cannot sample at different depths, so multiple units need to be used" (https://patents.google.com/patent/US20180251713A1/en). That sentence is a direct teaching that the single-point limitation of prior samplers is a known deficiency to be solved by multi-depth sampling — an express teaching, suggestion, or motivation under MPEP § 2143(A). Pairing it with Hunter's flow/telemetry architecture supplies 1(d)–(e) and, arguably, 1(b) (multiple acquisition points at different heights). Fluidion's check-valve/control-valve bottle design also reads on claim 1(d) and, in its "different control valve" architecture, previews claim 10–12's valve theme.
4. Dependent claims — comparatively weaker
| Claim | Basis for § 103 |
|---|---|
| 2–3 — second opening(s) at the second end to drain excess fluid (weep holes) | Overflow/drain openings are the archetypal mechanical expedient; Vortox's dam overflows at a designed level, and Khuzwayo's partitioned chambers each drain. Mere duplication (claim 3's "plurality") is presumptively obvious (MPEP § 2144.04). |
| 4–6 — movably attached access panel; locking mechanism; hinged attachment | Conventional enclosure hardware. Vortox's sampler is removably mounted for retrieval; Hunter's stations sit behind manhole covers/access points. Hinge + lock is a predictable design choice; § 103 allows combining "prior art elements according to known methods." |
| 7 — angled duct end positioned against flow (upstream-facing) | Upstream-facing intakes to reduce turbulence and entrainment bias are standard in both liquid sampling (isokinetic/representative sampling — the very subject of US 4,442,720) and flow measurement. Caveat: I could not retrieve the full text of US 4,442,720 and therefore do not assert its specific geometry. |
| 8–9 — removable cap with locking mechanism on duct first end | Routine protective covering; the patent's own stated motivation (deterring birds/mice/insects and intruders) is a mundane problem with a mundane solution, and lockable caps were ubiquitous on industrial enclosures. |
| 10–12 — valve assembly coordinated with the first-end opening, open/closed; float or electronic valve controller | Strongest § 103 claim group. Vortox '758 expressly teaches a float inlet valve that opens only when submerged and closes when the chamber fills — i.e., "a mechanism for controlling the valve assembly … selected from a group consisting of a float and an electronic valve controller" is directly prefigured for the "float" alternative; the "electronic valve controller" alternative is taught by Fluidion's control valves and by Hunter's controller/datalogger art. |
| 13 — stair-like / staggered profile of channels | Result-effective arrangement of the Khuzwayo level-spacing concept; placing Level A above Level B in a casing is an obvious spatial arrangement with no unexpected result. |
5. Anticipated patentee counter-arguments
- No teaching of the unified multi-wall housing with internal, wall-spanning troughs. As noted, this is the patentee's best argument, and the allowance history suggests the examiner credited it. A challenger must show that enclosing level-distinct channels in one serviceable housing with staggered troughs is an obvious packaging choice for a device explicitly designed to be maintained long-term in the field — arguably a design-incentive rationale, but not an airtight one.
- Teaching away / body of art directed elsewhere. Vortox is directed to a single grab/composite sample; Khuzwayo is directed to measuring fuel/contaminant levels in a closed tank, not an open-channel storm flow. A patentee can argue non-analogous-art or lack of combinable suggestion. Counter: KSR rejects rigid insistence on a single-field motivation, and both are "liquid sampling" devices.
- "Means for retrieving" under § 112(f). If construed as means-plus-function, the corresponding structure is the access panel/doors; a challenger must show the panel structure itself is conventional (it is). If construed as non-functional, the limitation is easier still. I cannot resolve this construction question on the face of the document — it is a legal determination.
- Secondary considerations. No evidence of record. The patent's commercial framing (cost reduction vs. pump samplers) is an argument, not the kind of objective evidence (copying, licenses, industry praise, unexpected results) that defeats a prima facie § 103 case; I found no such evidence and no litigation in which it could have been adduced.
6. Conclusion (with explicit uncertainty)
- Reasonable prima facie § 103 case exists against dependent claims 2–12, and most forcefully against claims 10–12 (Vortox's float valve is essentially a direct read) and claims 2–6 and 13 (routine mechanical/spatial expedients).
- Claim 1 is contestable. The combination Vortox '758 + Khuzwayo '391 (or Nieminen 2000) + Hunter '171, motivated by the field's acknowledged single-point-sampling problem and the cost/instrumentation incentives documented in the EPA and Isco literature of record, arguably renders claim 1 obvious under KSR. But the specific "multi-walled housing + wall-spanning staggered troughs + per-trough distribution ducts" architecture is not squarely taught, and the examiner's allowance over these exact references signals that a court or the PTAB could well sustain claim 1.
- Confidence limits: I retrieved and verified the disclosures of Vortox '758, Khuzwayo '391, Hunter '171, Fluidion '713, and Nieminen (2000). I did not retrieve US 1,780,597, US 4,442,720, US 5,471,886, US 5,695,719, US 5,942,440, US 8,610,895, US 2009/0101555, US 2011/0056890, or CN 205317538U; statements about them rest on their titles as recorded, and any combination built on their specific disclosures should be verified against the primary documents. No litigation or PTAB proceeding exists in which these arguments have actually been tested, per the earlier litigation section — so this is a predictive validity assessment, not a report of an adjudicated outcome.
Generated 9/29/2026, 9:32:40 PM
Extensions
Patent term adjustments, term extensions, continuations, divisionals, family members, and expiration dates.
Derivative works
Defensive disclosure: derivative variations of each claim designed to render future incremental improvements obvious or non-novel.
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- US 260722I'll run the requested searches before summarizing. Initial searches returned no direct hits for US 260722 (only unrelated WO/2021 numbers). Let me narrow further. Search results: negative for USPTO/CAFC records I ran searches targeting…
- US 3161823I'll run a few targeted searches to confirm the record and check for any 2026 litigation or CAFC activity. Search Conducted Queries run against the web (Google Patents / FreePatentsOnline / PTAB–CAFC materials). Two of the searches…
- US 430079I'll verify the patent record and check for any litigation or CAFC docket activity before summarizing. Verification and search results I searched for the specific number 430079 and did not auto-correct or substitute any similar numbers…
- US 7841712I'll search for the patent and any 2026 CAFC docket activity involving it. Let me check specifically whether 7841712 appears in any PTAB proceeding or 2026 CAFC docket, since the Slingshot/Canon patents-in-suit list didn't include it…
- US 6402613I'll verify the patent details and check for any litigation/docket activity before summarizing. Let me check for any litigation or assignment chain activity involving the patent's owners. US 6,402,613 B1 — Verification and Summary Note on…
- US 3417497I'll verify the basics against live sources, then summarize from the authoritative full text. US 3,417,497 — "Identification Card" Grounding note: I verified the bibliographic data against Google Patents, FreePatentsOnline, and Espacenet…
- US 2903765I'll search for the specific patent number and check litigation dockets. Let me run more targeted searches on the specific patent and any litigation. Let me check for any litigation or CAFC activity involving this patent, and verify the…
- US 9417112I'll search for the specific patent number as requested. Note on identifier scope (important) A bare search on "9417112" returns several different documents, and I have kept them strictly separate: | Identifier | Document | Relevance |…