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.