Triple

T4555036
Position Surface form Disambiguated ID Type / Status
Subject The PHP Group E120459 entity
Predicate collaboratesWith P37 FINISHED
Object PHP documentation team
The PHP documentation team is a group of contributors responsible for writing, maintaining, and improving the official documentation for the PHP programming language.
 E452774 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: PHP documentation team | Statement: [The PHP Group, collaboratesWith, PHP documentation team]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: PHP documentation team
Context triple: [The PHP Group, collaboratesWith, PHP documentation team]
  • A. The PHP Group
    The PHP Group is the organization responsible for maintaining and advancing the PHP programming language and its official implementation.
  • B. W3C Team
    The W3C Team is the group of staff and technical experts responsible for leading, coordinating, and supporting the World Wide Web Consortium’s standards development and related activities.
  • C. Mozilla JavaScript team
    The Mozilla JavaScript team is the group within Mozilla responsible for developing and maintaining the SpiderMonkey JavaScript engine used in Firefox and other Mozilla projects.
  • D. DOCS
    DOCS is the stock ticker symbol for Dr. Martens, the British footwear brand best known for its durable leather boots with air-cushioned soles.
  • E. Read the Docs
    Read the Docs is an open-source documentation hosting platform that automatically builds, version-manages, and serves technical docs for software projects.
  • 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: PHP documentation team
Triple: [The PHP Group, collaboratesWith, PHP documentation team]
Generated description
The PHP documentation team is a group of contributors responsible for writing, maintaining, and improving the official documentation for the PHP programming language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: PHP documentation team
Target entity description: The PHP documentation team is a group of contributors responsible for writing, maintaining, and improving the official documentation for the PHP programming language.
  • A. The PHP Group
    The PHP Group is the organization responsible for maintaining and advancing the PHP programming language and its official implementation.
  • B. W3C Team
    The W3C Team is the group of staff and technical experts responsible for leading, coordinating, and supporting the World Wide Web Consortium’s standards development and related activities.
  • C. Mozilla JavaScript team
    The Mozilla JavaScript team is the group within Mozilla responsible for developing and maintaining the SpiderMonkey JavaScript engine used in Firefox and other Mozilla projects.
  • D. DOCS
    DOCS is the stock ticker symbol for Dr. Martens, the British footwear brand best known for its durable leather boots with air-cushioned soles.
  • E. Read the Docs
    Read the Docs is an open-source documentation hosting platform that automatically builds, version-manages, and serves technical docs for software projects.
  • 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.