Triple

T6359766
Position Surface form Disambiguated ID Type / Status
Subject Think Twice E143080 entity
Predicate writer P1360 FINISHED
Object Andy Hill
Andy Hill is a British songwriter and record producer best known for his work on numerous pop hits, particularly with the group Bucks Fizz.
E587551 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: Andy Hill | Statement: [Think Twice, writer, Andy Hill]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andy Hill
Context triple: [Think Twice, writer, Andy Hill]
  • A. Andy Hill
    Andy Hill is the husband of British heptathlon Olympic champion Jessica Ennis-Hill and is known primarily for his connection to her.
  • B. Tim Hill
    Tim Hill is an American film director and screenwriter best known for family-oriented live-action and animated movies such as "Hop," "Alvin and the Chipmunks," and "The SpongeBob SquarePants Movie."
  • C. Aaron Hill
    Aaron Hill was an 18th-century English dramatist and theatre manager known for his plays, adaptations, and involvement in the London stage.
  • D. Lyle Hill
    Lyle Hill is a prominent viewpoint in Greenock, Scotland, known for its panoramic views over the River Clyde and surrounding landscapes.
  • E. Paul Hill
    Paul Hill is an Irish man who became widely known as one of the "Guildford Four," a group whose wrongful convictions for the 1974 Guildford pub bombings became a landmark miscarriage-of-justice case in the UK.
  • 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: Andy Hill
Triple: [Think Twice, writer, Andy Hill]
Generated description
Andy Hill is a British songwriter and record producer best known for his work on numerous pop hits, particularly with the group Bucks Fizz.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andy Hill
Target entity description: Andy Hill is a British songwriter and record producer best known for his work on numerous pop hits, particularly with the group Bucks Fizz.
  • A. Andy Hill
    Andy Hill is the husband of British heptathlon Olympic champion Jessica Ennis-Hill and is known primarily for his connection to her.
  • B. Tim Hill
    Tim Hill is an American film director and screenwriter best known for family-oriented live-action and animated movies such as "Hop," "Alvin and the Chipmunks," and "The SpongeBob SquarePants Movie."
  • C. Aaron Hill
    Aaron Hill was an 18th-century English dramatist and theatre manager known for his plays, adaptations, and involvement in the London stage.
  • D. Lyle Hill
    Lyle Hill is a prominent viewpoint in Greenock, Scotland, known for its panoramic views over the River Clyde and surrounding landscapes.
  • E. Paul Hill
    Paul Hill is an Irish man who became widely known as one of the "Guildford Four," a group whose wrongful convictions for the 1974 Guildford pub bombings became a landmark miscarriage-of-justice case in the UK.
  • 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_69c008d7a9c4819098d647ec47776917 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c067f8758081909c5ce40abf57dd2c completed March 22, 2026, 10:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69c62d66a8a08190b52bb8302787dac5 completed March 27, 2026, 7:10 a.m.
NEDg Description generation batch_69c62e430ac08190bacf74f6086b2ac5 completed March 27, 2026, 7:14 a.m.
NED2 Entity disambiguation (via description) batch_69c62f03ea408190a0959b8f2aa746c1 completed March 27, 2026, 7:17 a.m.
Created at: March 22, 2026, 4:32 p.m.