---
title: "Agentic Code Quality Evidence — Entity Accounting"
section: "queries"
type: "query"
created: "2026-08-27"
updated: "2026-08-27"
confidence: "high"
tags: ["evaluation", "agents"]
canonical: "https://pyweb.dev/wiki/agentic-code-quality-entity-accounting"
---
# Entity Accounting

## Create — Source Authors

- [aditi raghunathan](/wiki/aditi-raghunathan), [ahmed e hassan](/wiki/ahmed-e-hassan), [andrei botocan](/wiki/andrei-botocan), [beatrice casey](/wiki/beatrice-casey), [beth barnes](/wiki/beth-barnes), [brittany reid](/wiki/brittany-reid), [christoph csallner](/wiki/christoph-csallner), [david gros](/wiki/david-gros), [david rein](/wiki/david-rein), [dipayan banik](/wiki/dipayan-banik), [dung nguyen manh](/wiki/dung-nguyen-manh), [eirini kalliamvakou](/wiki/eirini-kalliamvakou), [florian brand](/wiki/florian-brand), [gelei deng](/wiki/gelei-deng), [hajimu iida](/wiki/hajimu-iida), [hao li](/wiki/hao-li), [haoxiang zhang](/wiki/haoxiang-zhang), [hiroshi iwata](/wiki/hiroshi-iwata), [huy nhat phan](/wiki/huy-nhat-phan), [ivan bercovich](/wiki/ivan-bercovich), [ivgeni segal](/wiki/ivgeni-segal), [jean stanislas denain](/wiki/jean-stanislas-denain), [joanna c s santos](/wiki/joanna-c-s-santos), [joel becker](/wiki/joel-becker), [k m ferdous](/wiki/k-m-ferdous), [kenichi yamaguchi](/wiki/kenichi-yamaguchi), [kexun zhang](/wiki/kexun-zhang), [kowshik chowdhury](/wiki/kowshik-chowdhury), [leo yu zhang](/wiki/leo-yu-zhang), [maliheh izadi](/wiki/maliheh-izadi), [mert demirer](/wiki/mert-demirer), [miku watanabe](/wiki/miku-watanabe), [minh vu thai pham](/wiki/minh-vu-thai-pham), [mohammed latif siddiq](/wiki/mohammed-latif-siddiq), [nate rush](/wiki/nate-rush), [nghi d q bui](/wiki/nghi-d-q-bui), [peter cihon](/wiki/peter-cihon), [prem devanbu](/wiki/prem-devanbu), [rahul pandita](/wiki/rahul-pandita), [razvan mihai popescu](/wiki/razvan-mihai-popescu), [sabrina haque](/wiki/sabrina-haque), [sarvesh ingale](/wiki/sarvesh-ingale), [shashwat saxena](/wiki/shashwat-saxena), [shazibul islam shamim](/wiki/shazibul-islam-shamim), [shota sawada](/wiki/shota-sawada), [sida peng](/wiki/sida-peng), [tatsuya shirai](/wiki/tatsuya-shirai), [tue le](/wiki/tue-le), [vinicius carvalho lopes](/wiki/vinicius-carvalho-lopes), [xinye zhao](/wiki/xinye-zhao), [yanjun zhang](/wiki/yanjun-zhang), [yi liu](/wiki/yi-liu), [ying zhang](/wiki/ying-zhang), [yubin qu](/wiki/yubin-qu), [yuekang li](/wiki/yuekang-li), [yutaro kashiwa](/wiki/yutaro-kashiwa), and [ziqian zhong](/wiki/ziqian-zhong) — all 57 are authors of ingested primary research sources and therefore central under the wiki's entity threshold.

## Create — Source Owners

- [model evaluation and threat research](/wiki/model-evaluation-and-threat-research) — owns two ingested capability/productivity sources.
- [epoch ai](/wiki/epoch-ai) — owns the ingested SWE-bench Verified analysis.
- [dora](/wiki/dora) — owns the ingested organizational research report.

## Update

- [openai](/wiki/openai) — existing entity; owns the ingested SWE-bench Verified audit.

## Skip

- **Oxc, dependency-cruiser, Import Linter, StrykerJS, and mutmut** — software projects rather than people or organizations under the current entity taxonomy.
- **Universities, employers, conferences, and repository hosts** — passing affiliations or publication venues, not subjects of the synthesis.
- **Secondary authors inside bibliographies** — passing mentions rather than authors of the ingested source.

## Completeness

- **57 source authors accounted for:** 57 Create dispositions.
- **4 named source-owner organizations accounted for:** 3 Create dispositions and 1 Update disposition.
- All source-author and source-owner dispositions are reflected in `entities/`, `index.md`, and this ledger.

## Related
- [agentic code quality](/wiki/agentic-code-quality)
- [agentic quality evidence](/wiki/agentic-quality-evidence)

---

## Agent Navigation

cluster: person (170 pages) | betweenness: 9.9

### References (outbound)
- [Aditi Raghunathan](https://pyweb.dev/wiki/aditi-raghunathan.md)
- [Model Evaluation & Threat Research](https://pyweb.dev/wiki/model-evaluation-and-threat-research.md)
- [Epoch AI](https://pyweb.dev/wiki/epoch-ai.md)
- [DORA](https://pyweb.dev/wiki/dora.md)
- [OpenAI](https://pyweb.dev/wiki/openai.md)
- [Agentic Code Quality](https://pyweb.dev/wiki/agentic-code-quality.md)
- [Agentic Code Quality — Evidence Map](https://pyweb.dev/wiki/agentic-quality-evidence.md)

### Referenced by (inbound)
- [Agentic Code Quality](https://pyweb.dev/wiki/agentic-code-quality.md)

### Evidence (verified primary sources)
- raw/papers/agent-generated-code-maintenance-2026.md (internal workspace doc)
- raw/papers/agentic-pull-requests-github-2026.md (internal workspace doc)
- raw/papers/swe-evo-long-horizon-2026.md (internal workspace doc)
- raw/papers/security-agentic-pull-requests-2026.md (internal workspace doc)
- raw/papers/aidev-dataset-2026.md (internal workspace doc)
- raw/papers/autonomous-agent-contributions-wild-2026.md (internal workspace doc)
- raw/papers/code-review-agents-empirical-study-2026.md (internal workspace doc)
- raw/papers/tests-agentic-pull-requests-2026.md (internal workspace doc)
- raw/papers/adversarial-hacker-fixer-verifiers-2026.md (internal workspace doc)
- raw/papers/overeager-coding-agents-2026.md (internal workspace doc)
- raw/papers/metr-developer-productivity-rct-2025.md (internal workspace doc)
- raw/papers/github-copilot-productivity-experiment-2023.md (internal workspace doc)

### Machine endpoints
- Knowledge graph: https://pyweb.dev/api/graph.json
- Graph analysis: https://pyweb.dev/api/graph-analysis.json
- Context index: https://pyweb.dev/llms.txt