Triple
T4555528
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Slim Framework |
E120467
|
entity |
| Predicate | maintainerOrganization |
P55130
|
FINISHED |
| Object |
Slim Framework Team
Slim Framework Team is the core development group responsible for creating and maintaining the Slim PHP micro-framework and its ecosystem.
|
E120467
|
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: Slim Framework Team | Statement: [Slim Framework, maintainerOrganization, Slim Framework Team]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Slim Framework Team Context triple: [Slim Framework, maintainerOrganization, Slim Framework Team]
-
A.
Slim Framework
Slim Framework is a lightweight PHP micro-framework designed for building simple yet powerful web applications and APIs with minimal overhead.
-
B.
Quasar Framework
Quasar Framework is a high-performance, Vue.js-based UI framework for building responsive web, mobile, and desktop applications from a single codebase.
-
C.
Sugar Labs
Sugar Labs is a nonprofit organization that develops and maintains the Sugar learning platform, an open-source educational software environment originally created for the One Laptop per Child project.
-
D.
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.
-
E.
Samba Team
The Samba Team is the group of developers responsible for creating and maintaining Samba, the widely used free software suite that enables file and print services interoperability between Unix/Linux and Windows systems.
- 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: Slim Framework Team Triple: [Slim Framework, maintainerOrganization, Slim Framework Team]
Generated description
Slim Framework Team is the core development group responsible for creating and maintaining the Slim PHP micro-framework and its ecosystem.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Slim Framework Team Target entity description: Slim Framework Team is the core development group responsible for creating and maintaining the Slim PHP micro-framework and its ecosystem.
-
A.
Slim Framework
chosen
Slim Framework is a lightweight PHP micro-framework designed for building simple yet powerful web applications and APIs with minimal overhead.
-
B.
Quasar Framework
Quasar Framework is a high-performance, Vue.js-based UI framework for building responsive web, mobile, and desktop applications from a single codebase.
-
C.
Sugar Labs
Sugar Labs is a nonprofit organization that develops and maintains the Sugar learning platform, an open-source educational software environment originally created for the One Laptop per Child project.
-
D.
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.
-
E.
Samba Team
The Samba Team is the group of developers responsible for creating and maintaining Samba, the widely used free software suite that enables file and print services interoperability between Unix/Linux and Windows systems.
- F. None of above.
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.