Triple
T4555328
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Laravel |
E120464
|
entity |
| Predicate | maintainedBy |
P86
|
FINISHED |
| Object |
Laravel core team
The Laravel core team is the group of developers responsible for designing, developing, and overseeing the official Laravel PHP framework and its ecosystem.
|
E452799
|
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: Laravel core team | Statement: [Laravel, maintainedBy, Laravel core team]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Laravel core team Context triple: [Laravel, maintainedBy, Laravel core team]
-
A.
Elixir Core Team
The Elixir Core Team is the group of maintainers and lead contributors responsible for designing, developing, and stewarding the Elixir programming language and its ecosystem.
-
B.
Python core developers
Python core developers are the group of trusted contributors responsible for designing, implementing, and maintaining the official Python language and its reference implementation.
-
C.
Pocoo Team
The Pocoo Team is a group of Python developers best known for creating popular projects such as the Flask web framework and the Jinja2 templating engine.
-
D.
Tobias Koppers
Tobias Koppers is a German software engineer best known for creating Webpack, a widely used JavaScript module bundler in modern web development.
-
E.
FreeBSD Core Team
The FreeBSD Core Team is the elected leadership body responsible for overseeing the development, direction, and policies of the FreeBSD operating system project.
- 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: Laravel core team Triple: [Laravel, maintainedBy, Laravel core team]
Generated description
The Laravel core team is the group of developers responsible for designing, developing, and overseeing the official Laravel PHP framework and its ecosystem.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Laravel core team Target entity description: The Laravel core team is the group of developers responsible for designing, developing, and overseeing the official Laravel PHP framework and its ecosystem.
-
A.
Elixir Core Team
The Elixir Core Team is the group of maintainers and lead contributors responsible for designing, developing, and stewarding the Elixir programming language and its ecosystem.
-
B.
Python core developers
Python core developers are the group of trusted contributors responsible for designing, implementing, and maintaining the official Python language and its reference implementation.
-
C.
Pocoo Team
The Pocoo Team is a group of Python developers best known for creating popular projects such as the Flask web framework and the Jinja2 templating engine.
-
D.
Tobias Koppers
Tobias Koppers is a German software engineer best known for creating Webpack, a widely used JavaScript module bundler in modern web development.
-
E.
FreeBSD Core Team
The FreeBSD Core Team is the elected leadership body responsible for overseeing the development, direction, and policies of the FreeBSD operating system project.
- 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_69bd4636f1648190a701445c2fcd9c17 |
completed | March 20, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69bd5813af948190b10b02dadf6496bf |
completed | March 20, 2026, 2:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdc57d59f88190857cbda79caf3c38 |
completed | March 20, 2026, 10:09 p.m. |
| NEDg | Description generation | batch_69bdc8a14ca88190b4104c113e150edd |
completed | March 20, 2026, 10:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdc95f7064819081c69df00a869c31 |
completed | March 20, 2026, 10:25 p.m. |
Created at: March 20, 2026, 1:09 p.m.