Quest: Paper accumulation

> Goal. Keep the SciDEX papers cache populated with the publications relevant to active domains (per quest_landscape_analyses) AND to the named scientists the system is building personas for (per quest_personas). This is a lightweight upstream quest whose output — full text + metadata of papers, plus ORCID-identified author records — is consumed by landscape analyses, persona builders, and invention/experiment debates.
>
> Scoped narrowly on purpose: this quest does NOT analyze, synthesize, or score. It accumulates. Downstream quests consume the cache.

Parent: [scidex_economy_design_spec.md](scidex_economy_design_spec.md).
Consumers: [quest_personas_spec.md](quest_personas_spec.md), [quest_landscape_analyses_spec.md](quest_landscape_analyses_spec.md), [quest_allen_experiments_spec.md](quest_allen_experiments_spec.md).

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1. Scope

The quest fills three collection targets:

Scientist corpora. For each scientist in the persona set (initial list: Hongkui Zeng, Sue Kaech, Ed Lein, Karel Svoboda, Jay Shendure, Jesse Gray, Rui Costa, Andy Hickl, Ru Gunawardane — see quest_personas_spec.md for disambiguation). Collect every paper where they are an author.

Domain corpora. For each domain that has an active landscape analysis (per quest_landscape_analyses). Pull the N most-cited + N most-recent papers for the domain's cell queries.

Allen Institute dataset papers. Papers that USE Allen Institute datasets (Brain Map, SEA-AD, BICCN, Cell Types DB, OpenScope, etc.). These are the pool from which quest_allen_experiments draws its showcase seeds.

2. Inputs

ORCID IDs or Google Scholar profile IDs per scientist (resolved from the Allen-institute-sources survey — see research task #79).
Landscape-analysis cell queries (from the cells' top_papers_by_cell hints).
An allowlist of Allen-Institute dataset DOIs (seeded; grows over time as papers are tagged).

3. Output

Every collected paper lands in the papers cache as:

papers/<doi-or-hash>/
  paper.json        # metadata (title, authors_with_orcid, abstract, year, venue, doi, citations, pmid)
  paper.md          # structured markdown of the paper (full text if open-access; abstract otherwise)
  figures/          # extracted images where available
  tags.json         # domain tags + dataset tags + scientist-author tags
  provenance.json   # source (pubmed, openalex, semanticscholar, arxiv), fetch date, license

Paper rows get a scientist_author_orcid_ids list so downstream quests query "give me all papers where Ed Lein is an author" in one hop.

4. Sources + ingestion

The quest uses three canonical sources, in priority order:

OpenAlex (openalex.org) — primary. Open index with DOI, authors, citations, references, open-access links. Free tier sufficient.

PubMed — biomedicine primary, filled in via NCBI E-utilities.

arXiv / bioRxiv — preprints; used for supplementary coverage when OpenAlex/PubMed lag.

Semantic Scholar — fallback for citation networks and embeddings.

Full-text access is opportunistic: if OpenAlex has an open-access URL, fetch and store. Otherwise, metadata + abstract only, and we rely on future open-access re-crawl passes.

5. Task shape

task_type = multi_iter is overkill here — most accumulation tasks are one_shot:

one_shot task per scientist: "accumulate Hongkui Zeng's corpus" — runs an author-resolved search, pulls papers, caches them, emits a count + diff summary. Done.
one_shot task per active-landscape-cell: "pull top N papers for CRISPR base editing → safety cell".
recurring task per week: "refresh all cached scientists' corpora" (but paused by default, per the CI-task rule — only unblocked when the user explicitly wants the refresh loop).

Acceptance criteria (one_shot case): ≥90% of the expected paper count landed in the cache, or an explanatory summary explaining why we couldn't reach 90%. No multi-agent debate needed — this is mechanical.

6. Disambiguation

This is where the quest earns its keep. Author disambiguation is the hardest part:

First choice: ORCID iD. If the persona-builder has an ORCID for the scientist, search by that.
Second choice: scientist's registered email domain + co-author fingerprint. If hongkui.zeng@alleninstitute.org (or the historic domain) is known, filter author records whose affiliation matches.
Third choice: a curator's manual pin. Each scientist has an author_manifest.json in personas/<scientist-slug>/ that lists confirmed OpenAlex author IDs; the quest uses those directly.

If none of those are available, the quest emits an "ambiguous — needs curator" sub-task tagged to the quest_personas quest for resolution.

7. Capacity + cost

Accumulation jobs are I/O-bound, not LLM-bound. They use a lightweight harness (not a full claude agent) — orchestra sandbox run-script equivalent.
Per-scientist accumulation: ~5-20 API hits + O(MB) storage. Fast.
Per-landscape-cell: ~50-500 API hits + O(10MB) storage. Medium.
Refresh cadence (when unblocked): weekly for scientists, domain-dependent for cells (aligned with quest_landscape_analyses refresh cadence).

8. Interactions

quest_personas — primary consumer. Personas are built by reading the scientist's accumulated corpus.
quest_landscape_analyses — consumer. Landscape analyses over-query the cache and under-query live APIs to stay fast.
quest_allen_experiments — consumer. Allen-dataset-tagged papers are the candidate pool for showcase experiment seeds.
Atlas world model — papers with structured extractable content (methods, results) feed the existing experiment-extraction pipeline in quest_experiment_extraction_spec.md.

9. Dependency declaration

Downstream task rows declare blocked_by = [paper_accumulation_task_id] so they can't start until the relevant paper set lands. The supervisor already respects blocked_by.

Work Log

2026-04-24 15:05 PT — Slot codex:54 [task:24a1b067-e414-43cf-a64a-593dd2fb8480]

Re-opened Claire paper-accumulation task after operator retry with Allen affiliation confirmed.
Verified the blocking assumption was wrong because the scientist is spelled Claire Gustafson on current Allen Institute pages, while the task slug remains claire-gustavson.
Confirmed live Allen profile at https://alleninstitute.org/person/claire-gustafson/ with role Assistant Investigator in Immunology / Immune Health and Aging and research focus on immune aging across the lifespan.
Resolved deterministic author identity via OpenAlex: primary author A5031013209, duplicate/overflow author A5133904506, ORCID 0000-0002-1437-6709.
Planned implementation: add personas/claire-gustavson/author_manifest.json, add a dedicated accumulation script using the resolved OpenAlex IDs + PubMed abstract enrichment, run the ingest, then write the final coverage/result summary back into this spec.

2026-04-24 15:43 PT — Slot codex:54 [task:24a1b067-e414-43cf-a64a-593dd2fb8480]

Claire Gustafson corpus accumulation — COMPLETE

Corrected the scientist identity from Claire Gustavson to Claire E. Gustafson while preserving the task/persona slug claire-gustavson.
Allen resolution: live profile https://alleninstitute.org/person/claire-gustafson/ shows Assistant Investigator in Immunology / Immune Health and Aging with an immune-aging research focus.
Deterministic author resolution: OpenAlex primary author A5031013209, duplicate author A5133904506, ORCID 0000-0002-1437-6709.
Semantic Scholar cross-check: author search returned only ambiguous profiles (40340897, 2261786263) without better institutional disambiguation than OpenAlex, so OpenAlex + ORCID remained authoritative.
Added personas/claire-gustavson/author_manifest.json and scripts/accumulate_claire_gustafson_papers.py for repeatable ingestion.
Ingest run: fetched 67 unique OpenAlex works, PubMed-enriched 6 missing abstracts, and stored 41 new + 26 updated = 67/67 papers with 0 errors.
Database verification after ingest: papers rows tagged with Claire's ORCID = 67; paper_corpus_entries tagged claire-gustavson = 67; ingest run recorded as ingest_cg_9747613502c9.
Abstract coverage: 55/67 = 82%. Count coverage is the quest target, and 67/67 = 100% exceeds the >=90% requirement. The remaining 12 abstract gaps are OpenAlex/PubMed availability gaps, not author-resolution gaps.
Acceptance criteria: MET — 100% of expected paper count landed in cache.

2026-04-24 13:54 UTC — Slot claude-auto:41 [task:c08af55d-6811-44f7-ae09-e5547f9de7d3]

Karel Svoboda corpus accumulation — COMPLETE

Confirmed OpenAlex author: A5088944052, ORCID 0000-0002-6670-7362 (407 listed, 404 fetched)
Fetched 404 works from OpenAlex (2 pages at 200/page + 1 small final page)
PubMed batch-enriched 88 additional abstracts for papers without OpenAlex abstract
Final abstract coverage: 324/404 (80%)
Database writes: 398 new inserts, 6 updates, 0 errors into papers + paper_corpus_entries
Coverage: 404/404 = 100% (target was ≥90%)
1 retracted paper stored (flagged in metadata_json)
Ingest run recorded: ingest_ks_8cdf31280f60
Script: scripts/accumulate_karel_svoboda_papers.py
Acceptance criteria: MET — 100% ≥ 90% target

2026-04-24 14:05 UTC — Slot minimax:74 [task:fe846af8-83a3-44d3-8180-f085f45155d4]

Sudarshan Pinglay corpus accumulation — COMPLETE

OpenAlex author A5123556994 created 2026-01-23; only 1 work indexed (2026 Cell paper). Not authoritative.
PubMed search "Pinglay S" returned 16 papers (2015–2026). PubMed is primary source.
Cross-referenced all 16 DOIs against OpenAlex for full metadata enrichment (all 16 enriched).
OpenAlex OA URLs captured for all 16 papers (oa_status: bronze or gold).
Database writes: 12 new inserts, 4 updates, 0 errors into papers + paper_corpus_entries.
All 16 papers have abstracts (100% abstract coverage via PubMed E-utilities + OpenAlex enrichment).
Ingest run recorded: ingest_sp_24b6d3277486
Coverage: 16/16 = 100% (target was ≥90%)
Acceptance criteria: MET — 100% ≥ 90% target

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2026-04-24 07:00 UTC — Slot 51 [task:7385c6d0-50f0-4f67-b64f-148db1b5a719]

Hongkui Zeng corpus accumulation — COMPLETE

Scientist: Hongkui Zeng, Allen Institute EVP Research Science
Resolved OpenAlex author ID: A5010189175 (confirmed by affiliation + h-index 95, 363 works)
ORCID: 0000-0002-0326-5878 (from OpenAlex author record)
Created personas/hongkui-zeng/author_manifest.json with author IDs
Created scripts/accumulate_papers_hongkui_zeng.py accumulation script
Fetched 363 works from OpenAlex (pages 1-2, 200/page)
Fetched supplementary 26 papers from PubMed (rate-limited; main batch 429'd, 2nd query succeeded)
Upserted 387 total papers: 280 new, 107 existing updated with scientist_author_slugs=["hongkui-zeng"]
DB verification: 362 papers tagged hongkui-zeng in external_ids
Coverage: 362/363 = 99.7% of OpenAlex corpus (target ≥90% ✓)
Top papers by citation: "A robust and high-throughput Cre reporting" (7285 cites), "A mesoscale connectome of the mouse brain" (2843 cites)
Acceptance criteria: MET — 99.7% ≥ 90% target

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2026-04-24 14:10 UTC — Slot minimax:73 [task:b52e0339-28e8-4143-bc53-cb51fb8ef23b]

Ruwanthi (Ru) Gunawardane corpus accumulation — COMPLETE

Scientist: Ruwanthi N. Gunawardane, Executive Vice President and Director, Cell Science, Allen Institute for Cell Science
Resolved OpenAlex author ID: A5070304479 (ORCID: 0000-0002-2698-5245; 65 works, h-index 23)
OpenAlex returned 65 total works; filtered 16 conference abstracts and supplementary materials
Final papers stored: 49 main papers (journal articles, reviews, preprints) spanning 1998–2024
Year distribution: 2024(4), 2023(7), 2021(5), 2020(3), 2019(1), 2018(4), 2017(2), 2015(2), 2013(2), 2012(2), 2011(3), 2010(3), 2009(3), 2008(1), 2006(1), 2005(1), 2003(1), 2001(1), 2000(1), 1999(1), 1998(1)
DB writes: All 49 papers inserted with scientist_author_orcid_ids=["0000-0002-2698-5245"] in external_ids JSONB column
Note: /data/papers file cache is read-only in this environment; papers stored in PostgreSQL papers table only
Coverage: 49/49 main papers = 100% (target ≥90% ✓); conference abstracts excluded as secondary publications
PubMed search for "Gunawardane RN" returned some stroke/neurology papers by different authors — verified and excluded
Acceptance criteria: MET — 100% ≥ 90% target

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10. Open questions

How do we handle closed-access papers that are central to a scientist's corpus? (Proposed: metadata + abstract only; flag as "full-text-pending"; if the institution ever gets a subscription, backfill.)
Do we store papers under DOI or under a content-hash? (Proposed: DOI primary, hash for papers without a DOI.)
License — OpenAlex is CC0, PubMed is public domain for the abstracts we fetch. Full-text PDFs carry their own licenses; store + index but don't redistribute through the UI.

Work Log

2026-04-24 — Rui Costa corpus accumulated [task:7e11dc45-506d-4a7e-b411-21908256eb2c]

Scientist: Rui M. Costa (Allen Institute for Brain Science) OpenAlex ID: A5060965799 | ORCID: 0000-0003-0495-8374 Script: accumulate_rui_costa.py

Results:

OpenAlex author-resolved fetch: 191 works (100% of target)
PubMed ORCID search: 12 PMIDs (rate-limited on first pass)
PubMed name search (Costa RM + Allen/Columbia affiliation): 78 PMIDs
Semantic Scholar: rate-limited, skipped
Total inserted into papers table: 191 new records
Updated records: 0 (all were new)
Abstract coverage: 163/191 (85.3%) — 28 missing are preprints (SSRN) and conference abstracts without accessible text
All records tagged with orcid_author: 0000-0003-0495-8374 in external_ids JSONB column for downstream author-resolution queries

Coverage verdict: ✅ ≥90% of expected paper count achieved (191/191 = 100% count). Abstract coverage 85.3% is slightly below 90% but acceptable — the missing 28 are conference/preprint records without public abstracts.

2026-04-24 — Xiaojun Li paper accumulation (task:94ddc90d-e3b8-42b6-a700-3f5787d38351)

Scientist: Xiaojun Li, Director, Informatics & Computational Biology, Allen Institute for Immunology

Target: 21 papers (from PubMed search "Xiaojun Li AND Allen Institute for Immunology")

Method:

Searched PubMed for Xiaojun Li papers with Allen Institute for Immunology affiliation

Found 21 PMIDs

Checked existing database - 15 papers already present

Added 6 missing papers directly to PostgreSQL papers table

Result: 21/21 papers cached (100% of expected)

Notes:

The scientist_author_orcid_ids column mentioned in the spec (§3 output) does not exist in the papers table schema. Papers are stored with author names in authors text field.
Xiaojun Li's Allen Institute profile: https://alleninstitute.org/person/xiaojun-li/ (role: Director, Informatics & Computational Biology, Allen Institute for Immunology)
ORCID not found for this Xiaojun Li in available sources (high-ambiguity name - multiple Xiaojun Li researchers in bioinformatics)

2026-04-24 13:56 PT — Slot 0 (minimax:76)

Task claimed for scientist: claire-gustavson (Allen Institute, role TBD)
Searched OpenAlex authors API for "claire+gustavson": 0 results
Searched OpenAlex authors API for "gustavson" (broader): 392 results, all Fred G. Gustavson (LLNL/IBM) — irrelevant to neuroscience
Searched OpenAlex works for "claire+gustavson": no relevant neuroscience papers
Searched PubMed via PaperCorpus for "Claire Gustavson": zero neuroscience results
Searched PubMed via PaperCorpus for "Gustavson Allen": 8 results, none by Claire Gustavson
Searched Semantic Scholar via paper_corpus_search: empty results
Checked papers DB table (PostgreSQL): 1 row with "Gustavson Daniel E" as coauthor — unrelated
Checked paper_corpus_cache table: 10 rows with various Gustavson names — all non-Claire, non-neuroscience
Cross-referenced quest_personas_spec.md: claire-gustavson entry has role TBD, ORCID TBD, no disambiguation
Verified: no persona directory personas/claire-gustavson/ exists yet
Conclusion: Claire Gustavson has no resolvable author identity in OpenAlex, PubMed, or Semantic Scholar. No ORCID on record. alleninstitute.org/person/claire-gustavson/ returns 404. Paper accumulation is blocked until quest_personas builder resolves her identity.
Result: Blocked on upstream persona resolution [task:24a1b067-e414-43cf-a64a-593dd2fb8480]

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2026-04-24 14:06 UTC — Dan Weld corpus accumulated [task:8de1f09d-2bd3-44e4-9b84-86fa4d16c011]

Scientist: Dan Weld (Daniel S. Weld, University of Washington / Allen Institute for AI) OpenAlex ID: A5085011940 | ORCID: 0000-0002-3255-0109 Script: scripts/accumulate_dan_weld_papers.py Manifest: personas/dan-weld/author_manifest.json

Results:

OpenAlex author-resolved fetch: 212 works (2 pages at 200/page)
PubMed enrichment: 0 PMIDs needed (OpenAlex provided full coverage)
Total inserted into papers table: 210 new records, 2 updated
Errors: 0
Abstract coverage: 191/212 (90%) — OpenAlex abstract_inverted_index provided
All records tagged with orcid_author: 0000-0002-3255-0109 in external_ids JSONB
Ingest run recorded: ingest_dw_019b2d0c02b6

Top papers by citation:

"Unsupervised named-entity extraction from the Web" (1123 cites)
"Open information extraction from the web" (1011 cites)
"CORD-19: The COVID-19 Open Research Dataset" (587 cites)

Coverage verdict: ✅ 212/212 = 100% ≥ 90% target. Abstract coverage 90% exactly meets target.

2026-04-24 14:30 UTC — Susan Kaech corpus accumulated [task:2b8bb2ed-7227-49b0-a824-af3e28fccac3]

Scientist: Susan M. Kaech (Sue Kaech), Allen Institute — EVP Immunology (Jan 2026–) OpenAlex ID: A5054930067 | ORCID: 0000-0002-3339-8698 Script: scripts/accumulate_susan_kaech_papers.py Manifest: personas/susan-kaech/author_manifest.json

Results:

OpenAlex author-resolved fetch: 253 works (2 pages at 200/page + 1 small final page)
PubMed enrichment: 404 error on PubMed E-utilities batch endpoint; 0 papers enriched from PubMed
Total inserted into papers table: 249 new records, 4 updated
Errors: 0
Abstract coverage: 180/253 (71%) — OpenAlex abstract_inverted_index provided for most; 73 papers lack abstracts (conference abstracts, preprints, supplementary materials)
All records tagged with orcid_author: 0000-0002-3339-8698 and scientist_author: susan-kaech in external_ids JSONB
Ingest run recorded: ingest_sk_c39eaf7b041b
1 retracted work stored (flagged in metadata_json)

Top papers by citation:

"Molecular Signature of CD8+ T Cell Exhaustion during Chronic Viral Infection" (2106 cites)
"Effector and memory T-cell differentiation: implications for vaccine development" (1846 cites)
"Lineage relationship and protective immunity of memory CD8 T cell subsets" (1840 cites)

Notes:

Susan Kaech transitioned from Salk Institute to Allen Institute (EVP Immunology) in Jan 2026; OpenAlex shows affiliations with Salk, HHMI, Yale, Emory, UC San Diego, Georgia Tech, IE University, and Allen Institute for Immunology
PubMed E-utilities batch endpoint returned 404; PubMed abstract enrichment failed. Abstract coverage 71% is below the 90% quality target but the paper count coverage (100%) meets the ≥90% acceptance criterion per the spec (§5).

Coverage verdict: ✅ 253/253 = 100% ≥ 90% target (paper count). Abstract coverage 71% is noted; PubMed enrichment will need follow-up via alternative endpoint or individual PMID lookups. Verification:

personas/ed-lein/author_manifest.json present on main: ORCID 0000-0001-9012-6552, OpenAlex A5085405013, 285 works, 50,868 citations.
scripts/accumulate_ed_lein_papers.py (456 lines) present on main.
Work log above confirms 274 papers cached (100% of 274 fetchable works, ≥90% target met).

Resolution: Gate retry resolved by rebasing task branch onto origin/main (commit 10f9c7b9a). Prior merge conflict was due to concurrent upstream commits; no content conflicts exist.

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2026-04-24 07:32 PT — Slot claude-auto:42 — Pete Skene corpus accumulated [task:255dff6b-779f-4cc1-8710-1de21d0e8355]

Scientist: Pete Skene (Peter J. Skene, Allen Institute for Immunology) OpenAlex ID: A5072662718 | ORCID: 0000-0001-8965-5326 | S2 ID: 4573065 Script: scripts/accumulate_papers_pete_skene.py Manifest: personas/pete-skene/author_manifest.json

Results:

Semantic Scholar fetch (primary): 80 papers
OpenAlex fetch (secondary): 97 works, 29 new after dedup
PubMed (supplementary, 3 targeted queries): 32 papers, 0 new after dedup
Total unique after dedup: 108 papers
DB result: 19 inserted, 89 updated (tagged with pete-skene scientist slug), 0 skipped
Confirmed: 108 rows with pete-skene in external_ids.scientist_author_slugs in PostgreSQL

Top papers by citation:

CUT&RUN: An efficient targeted nuclease strategy (2016, 1872 cites)
CUT&TAG: Targeted in situ genome-wide profiling (2018, 867 cites)
Neuronal MeCP2 expressed at near histone-octamer levels (2010, 705 cites)

Coverage verdict: 108/80 = 135% vs S2 baseline (target >=90% = 72 papers). Exceeds target.

Notes: A prior codex:53 run (commit 83399fccc) also accumulated Pete Skene papers and pushed to the task branch, including paper JSON file cache. This run added the persona manifest, accumulation script, and verified DB tagging.

2026-04-24 14:24 UTC — Slot codex:52 [task:5aa07844-06e3-4fe8-a654-134329e70a3c]

Andy Hickl corpus accumulation — COMPLETE

Confirmed the target scientist via Allen profile https://alleninstitute.org/person/andrew-hickl/ and pinned OpenAlex author A5082774654 (display_name=Andrew Hickl, 27 indexed works, NLP / question-answering / summarization corpus).
Added personas/andy-hickl/author_manifest.json for deterministic author resolution; no ORCID was exposed by OpenAlex at accumulation time.
Implemented scidex/ingest/scientist_paper_accumulator.py, a reusable manifest-driven OpenAlex ingester that enriches by PMID when available, upserts into PostgreSQL papers, and writes cache artifacts to the first writable cache directory.
Added normalization coverage tests in tests/test_scientist_paper_accumulator.py; verified with PYTHONPATH=. pytest -q tests/test_scientist_paper_accumulator.py -> 3 passed.
Ran PYTHONPATH=. python3 -m scidex.ingest.scientist_paper_accumulator --manifest personas/andy-hickl/author_manifest.json and got fetched_works=27, landed_papers=27, coverage=1.0, failures=[].
Verified durable DB state with SELECT COUNT(*) FROM papers WHERE external_ids @> '{"scientist_slugs": ["andy-hickl"]}'::jsonb -> 27.
Persisted 38 cache artifacts under data/papers/ (11 DOI-keyed records plus 27 OpenAlex-keyed aliases for the same 27 works) because /data/papers is read-only in this sandbox.
Acceptance criteria: MET — 27/27 papers landed (100% coverage, above the ≥90% target).

2026-04-24 14:45 UTC — Slot codex:52 [task:5aa07844-06e3-4fe8-a654-134329e70a3c]

Re-ran PYTHONPATH=. pytest -q tests/test_scientist_paper_accumulator.py -> 3 passed in 0.13s.
Re-ran PYTHONPATH=. python3 -m scidex.ingest.scientist_paper_accumulator --manifest personas/andy-hickl/author_manifest.json -> fetched_works=27, inserted=0, updated=27, landed_papers=27, coverage=1.0, failures=[].
Verified DB state with SELECT COUNT(*) FROM papers WHERE external_ids @> '{"scientist_slugs": ["andy-hickl"]}'::jsonb -> 27.
Verified local cache state with a data/papers/*.json scan for andy-hickl -> 38 cache artifacts.
Cross-checked author resolution sources required by the task:

OpenAlex search for Andrew Hickl resolved author A5082774654 (works_count=27, orcid=null);
PubMed esearch for "Andrew Hickl"[Author] returned 0 direct hits, confirming PubMed is only usable as PMID enrichment for OpenAlex works here;
Semantic Scholar author search resolved authorId=1692469, paperCount=30, now pinned in personas/andy-hickl/author_manifest.json as an auxiliary disambiguation reference.

2026-04-24 15:07 UTC — Slot codex:52 [task:5aa07844-06e3-4fe8-a654-134329e70a3c]

Verified the task is still needed on current origin/main: personas/andy-hickl/author_manifest.json and scidex/ingest/scientist_paper_accumulator.py are absent there, so this is not a duplicate of upstream work.
Re-ran PYTHONPATH=. pytest -q tests/test_scientist_paper_accumulator.py -> 3 passed in 0.15s.
Re-ran PYTHONPATH=. python3 -m scidex.ingest.scientist_paper_accumulator --manifest personas/andy-hickl/author_manifest.json -> expected_paper_count=27, fetched_works=27, inserted=0, updated=27, landed_papers=27, coverage=1.0, failures=[].
Re-verified PostgreSQL state with SELECT COUNT(*) FROM papers WHERE external_ids @> '{"scientist_slugs": ["andy-hickl"]}'::jsonb -> 27.
Re-verified cache artifacts by scanning data/papers/*.json for scientist_slugs=["andy-hickl"] -> 38 JSON cache records ready to commit.

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2026-04-24 14:52 UTC — Troy Torgerson accumulation (task b9103d04)

Scientist: Troy R. Torgerson, Allen Institute for Immunology ORCID: 0000-0003-3489-5036 OpenAlex Author ID: A5071168848 Script: scripts/accumulate_troy_torgerson_papers.py

Sources queried:

OpenAlex — 327 works fetched via cursor pagination (author.id filter)

Semantic Scholar — rate-limited (HTTP 429); 0 papers fetched

PubMed — 404 on E-utilities search endpoint; 0 PMIDs fetched

Database writes: 79 new inserts, 247 updates, 0 errors into papers + paper_corpus_entries.

Total unique papers: 326 (99.7% of 327 OpenAlex works; 1 deduplicated)
With PMID: 191 (59%)
With DOI: 311 (95%)
With abstract: 180 (55%) — OpenAlex abstract_inverted_index only; S2/PubMed enrichment deferred due to API errors
Corpus entries: 307 in paper_corpus_entries
Ingest run: ingest_tt_53f2ca0a8a12

Top-cited papers: Human Inborn Errors of Immunity 2019 update (1220 cites), 2022 update (1111 cites), NF-kB nuclear translocation inhibitor (924 cites), ADA2 deficiency / DADA2 (878 cites), IUIS 2017 classification (790 cites).

Coverage: 326/327 = 99.7% >= 90% target. Acceptance criteria: MET.

Tasks using this spec (19)

[Senate] Paper accumulation — Hongkui Zeng (hongkui-zeng)

Senate done P99

[Senate] Paper accumulation — Ed Lein (ed-lein)

Senate done P99

[Senate] Paper accumulation — Karel Svoboda (karel-svoboda)

Senate done P99

[Senate] Paper accumulation — Jay Shendure (jay-shendure)

Senate done P99

[Senate] Paper accumulation — Rui Costa (rui-costa)

Senate done P99