Triple

T6272029
Position Surface form Disambiguated ID Type / Status
Subject Hey DJ E140557 entity
Predicate writer P1360 FINISHED
Object Stephen Hague
Stephen Hague is an American record producer and songwriter best known for his work on influential synth-pop and alternative rock albums from the 1980s and 1990s.
E585553 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 Hague | Statement: [Hey DJ, writer, Stephen Hague]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stephen Hague
Context triple: [Hey DJ, writer, Stephen Hague]
  • A. Richard Hiscott
    Richard Hiscott is an editor known for his work on the television series "Willow."
  • B. Colin Hanton
    Colin Hanton is an English drummer best known for playing with The Quarrymen, the skiffle group that evolved into The Beatles.
  • C. Geoffrey Beevers
    Geoffrey Beevers is a British actor best known to Doctor Who fans for his chilling portrayal of the villainous Time Lord known as the Master.
  • D. Colin Hodgkin
    Colin Hodgkin is a notable individual who shares the distinguished Hodgkin surname, likely recognized for contributions in a professional or academic field.
  • E. Geoffrey Haslam
    Geoffrey Haslam is a record producer best known for his work on Bette Midler’s debut album "The Divine Miss M."
  • 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 Hague
Triple: [Hey DJ, writer, Stephen Hague]
Generated description
Stephen Hague is an American record producer and songwriter best known for his work on influential synth-pop and alternative rock albums from the 1980s and 1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stephen Hague
Target entity description: Stephen Hague is an American record producer and songwriter best known for his work on influential synth-pop and alternative rock albums from the 1980s and 1990s.
  • A. Richard Hiscott
    Richard Hiscott is an editor known for his work on the television series "Willow."
  • B. Colin Hanton
    Colin Hanton is an English drummer best known for playing with The Quarrymen, the skiffle group that evolved into The Beatles.
  • C. Geoffrey Beevers
    Geoffrey Beevers is a British actor best known to Doctor Who fans for his chilling portrayal of the villainous Time Lord known as the Master.
  • D. Colin Hodgkin
    Colin Hodgkin is a notable individual who shares the distinguished Hodgkin surname, likely recognized for contributions in a professional or academic field.
  • E. Geoffrey Haslam
    Geoffrey Haslam is a record producer best known for his work on Bette Midler’s debut album "The Divine Miss M."
  • 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_69c008cabc4081909723e2547c9d6cc0 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c063bca5488190b9da3c037cfc7953 completed March 22, 2026, 9:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69c603ee891481909f640f54b70f9d60 completed March 27, 2026, 4:13 a.m.
NEDg Description generation batch_69c604a08f688190a34f0c3e37f50b3a completed March 27, 2026, 4:16 a.m.
NED2 Entity disambiguation (via description) batch_69c604f75848819094d2fb8d9faaa27e completed March 27, 2026, 4:17 a.m.
Created at: March 22, 2026, 4:25 p.m.