Triple

T17380343
Position Surface form Disambiguated ID Type / Status
Subject Push and Shove E422550 entity
Predicate producer P490 FINISHED
Object Stephen Hilton
Stephen Hilton is a British composer, record producer, and musician known for his work on film scores, television soundtracks, and collaborations with major pop and electronic artists.
E1268136 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 Hilton | Statement: [Push and Shove, producer, Stephen Hilton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stephen Hilton
Context triple: [Push and Shove, producer, Stephen Hilton]
  • A. 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.
  • B. Arthur Hilton
    Arthur Hilton was a film editor best known for his work on classic Hollywood productions, including the 1946 noir film "The Killers."
  • C. David Hilliard
    David Hilliard is an American activist and former chief of staff of the Black Panther Party, known for his prominent role in the Black Power movement of the 1960s and 1970s.
  • D. Roger Hill
    Roger Hill was an American actor best known for his role as the charismatic gang leader Cyrus in the cult classic film "The Warriors."
  • E. Mel Harris
    Mel Harris is an American actress best known for her role as Hope Murdoch Steadman on the television drama series "Thirtysomething."
  • 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 Hilton
Triple: [Push and Shove, producer, Stephen Hilton]
Generated description
Stephen Hilton is a British composer, record producer, and musician known for his work on film scores, television soundtracks, and collaborations with major pop and electronic artists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stephen Hilton
Target entity description: Stephen Hilton is a British composer, record producer, and musician known for his work on film scores, television soundtracks, and collaborations with major pop and electronic artists.
  • A. 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.
  • B. Arthur Hilton
    Arthur Hilton was a film editor best known for his work on classic Hollywood productions, including the 1946 noir film "The Killers."
  • C. David Hilliard
    David Hilliard is an American activist and former chief of staff of the Black Panther Party, known for his prominent role in the Black Power movement of the 1960s and 1970s.
  • D. Roger Hill
    Roger Hill was an American actor best known for his role as the charismatic gang leader Cyrus in the cult classic film "The Warriors."
  • E. Mel Harris
    Mel Harris is an American actress best known for her role as Hope Murdoch Steadman on the television drama series "Thirtysomething."
  • 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_69d889d6535c81908be333c01deaec4e completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e43a8559748190844c506f6f9230d4 completed April 19, 2026, 2:14 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01a7ef62688190b3a07a3022775e1b completed May 11, 2026, 9:57 a.m.
NEDg Description generation batch_6a01a8d7e05c8190aceb0795a430fee7 completed May 11, 2026, 10 a.m.
NED2 Entity disambiguation (via description) batch_6a01a943fdec8190a875c7eb56c742da completed May 11, 2026, 10:02 a.m.
Created at: April 10, 2026, 5:45 a.m.