Triple
T15053567
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Junio C Hamano |
E379428
|
entity |
| Predicate | communityRole |
P15115
|
FINISHED |
| Object |
Git code review lead
The Git code review lead is the primary maintainer responsible for overseeing, reviewing, and integrating changes into the Git version control system’s codebase.
|
E1135392
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Git code review lead | Statement: [Junio C Hamano, communityRole, Git code review lead]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Git code review lead Context triple: [Junio C Hamano, communityRole, Git code review lead]
-
A.
Helix Swarm code review tool
Helix Swarm is Perforce’s web-based code review and collaboration tool designed to streamline peer reviews, improve code quality, and integrate tightly with Helix Core version control.
-
B.
Gerrit (Wikimedia code review system)
Gerrit (Wikimedia code review system) is a web-based code review and project management tool used by Wikimedia to manage and review changes to its software repositories.
-
C.
GitHub Copilot
GitHub Copilot is an AI-powered code completion and pair-programming tool that suggests code and entire functions directly within developers’ editors.
-
D.
Git-R-Done
Git-R-Done is a stand-up comedy album by American comedian Larry the Cable Guy, featuring his signature blue-collar humor and catchphrase-driven routines.
-
E.
Pro Git
Pro Git is a comprehensive, freely available book that serves as a widely used guide to the Git version control system for developers of all levels.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Git code review lead Triple: [Junio C Hamano, communityRole, Git code review lead]
Generated description
The Git code review lead is the primary maintainer responsible for overseeing, reviewing, and integrating changes into the Git version control system’s codebase.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Git code review lead Target entity description: The Git code review lead is the primary maintainer responsible for overseeing, reviewing, and integrating changes into the Git version control system’s codebase.
-
A.
Helix Swarm code review tool
Helix Swarm is Perforce’s web-based code review and collaboration tool designed to streamline peer reviews, improve code quality, and integrate tightly with Helix Core version control.
-
B.
Gerrit (Wikimedia code review system)
Gerrit (Wikimedia code review system) is a web-based code review and project management tool used by Wikimedia to manage and review changes to its software repositories.
-
C.
GitHub Copilot
GitHub Copilot is an AI-powered code completion and pair-programming tool that suggests code and entire functions directly within developers’ editors.
-
D.
Git-R-Done
Git-R-Done is a stand-up comedy album by American comedian Larry the Cable Guy, featuring his signature blue-collar humor and catchphrase-driven routines.
-
E.
Pro Git
Pro Git is a comprehensive, freely available book that serves as a widely used guide to the Git version control system for developers of all levels.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d85cd64d108190853797a95c11cc45 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69deda92091c81909180f486edf01405 |
completed | April 15, 2026, 12:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fea5bdeee48190949b0fe63eb6a21a |
completed | May 9, 2026, 3:10 a.m. |
| NEDg | Description generation | batch_69fea79dd1bc8190ae1ac5edad3db9cb |
completed | May 9, 2026, 3:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fea83aaff48190af7a7399e40fdf46 |
completed | May 9, 2026, 3:21 a.m. |
Created at: April 10, 2026, 3:01 a.m.