Triple

T4187470
Position Surface form Disambiguated ID Type / Status
Subject Crusaders FC E88346 entity
Predicate manager P2962 FINISHED
Object Stephen Baxter
Stephen Baxter is a Northern Irish football manager and former player best known for his long-term and highly successful tenure in charge of Crusaders FC.
 E419572 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: Stephen Baxter | Statement: [Crusaders FC, manager, Stephen Baxter]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stephen Baxter
Context triple: [Crusaders FC, manager, Stephen Baxter]
  • A. Stephen Baxter
    Stephen Baxter is a British science fiction author known for his hard science narratives, expansive space operas, and collaborations with Arthur C. Clarke.
  • B. Ian McDonald
    Ian McDonald is a British science fiction author known for his richly imagined, culturally diverse speculative novels such as "River of Gods" and "Brasyl."
  • C. Charles Stross
    Charles Stross is a British science fiction and fantasy author known for his inventive, genre-blending works such as the "Laundry Files" and "Merchant Princes" series.
  • D. Bruce Sterling
    Bruce Sterling is an American science fiction author and futurist best known as a leading figure in the cyberpunk movement and for works such as "Islands in the Net" and "Schismatrix."
  • E. David Brin
    David Brin is an American science fiction author and astrophysicist known for his award-winning novels and influential essays on topics such as the Fermi paradox and the future of civilization.
  • 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: Stephen Baxter
Triple: [Crusaders FC, manager, Stephen Baxter]
Generated description
Stephen Baxter is a Northern Irish football manager and former player best known for his long-term and highly successful tenure in charge of Crusaders FC.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stephen Baxter
Target entity description: Stephen Baxter is a Northern Irish football manager and former player best known for his long-term and highly successful tenure in charge of Crusaders FC.
  • A. Stephen Baxter
    Stephen Baxter is a British science fiction author known for his hard science narratives, expansive space operas, and collaborations with Arthur C. Clarke.
  • B. Ian McDonald
    Ian McDonald is a British science fiction author known for his richly imagined, culturally diverse speculative novels such as "River of Gods" and "Brasyl."
  • C. Charles Stross
    Charles Stross is a British science fiction and fantasy author known for his inventive, genre-blending works such as the "Laundry Files" and "Merchant Princes" series.
  • D. Bruce Sterling
    Bruce Sterling is an American science fiction author and futurist best known as a leading figure in the cyberpunk movement and for works such as "Islands in the Net" and "Schismatrix."
  • E. David Brin
    David Brin is an American science fiction author and astrophysicist known for his award-winning novels and influential essays on topics such as the Fermi paradox and the future of civilization.
  • 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_69aed9477e8c81908bcb862d2db55b1d completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af0325a82c8190849d8a828e2c7b44 completed March 9, 2026, 5:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69b58a034f6481909a3126d8832f7821 completed March 14, 2026, 4:17 p.m.
NEDg Description generation batch_69b58abc256c8190ad37c8d213b8f11e completed March 14, 2026, 4:20 p.m.
NED2 Entity disambiguation (via description) batch_69b58b41916c81909eb2e5ab482a5fe1 completed March 14, 2026, 4:22 p.m.
Created at: March 9, 2026, 3:45 p.m.