Triple

T17186242
Position Surface form Disambiguated ID Type / Status
Subject C'mon E417115 entity
Predicate producer P490 FINISHED
Object Matt Livingston
Matt Livingston is a film and television producer known for his work on the project "C'mon."
 E1255881 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: Matt Livingston | Statement: [C'mon, producer, Matt Livingston]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Matt Livingston
Context triple: [C'mon, producer, Matt Livingston]
  • A. Matt Livingston
    Matt Livingston is a musician best known as a member of the band Low.
  • B. Steve Carlson
    Steve Carlson is an American former professional ice hockey player best known for portraying one of the Hanson Brothers in the cult classic film "Slap Shot."
  • C. Andy McDermott
    Andy McDermott is a British action-adventure novelist best known for his popular series featuring archaeologist Nina Wilde and ex-SAS bodyguard Eddie Chase.
  • D. Martin L. Smith
    Martin L. Smith was a Confederate general and engineer in the American Civil War, noted for his role in organizing and defending the fortifications at Vicksburg.
  • E. Adam Marcus
    Adam Marcus is an American filmmaker and screenwriter best known for directing "Jason Goes to Hell: The Final Friday" and co-writing the horror sequel "Texas Chainsaw 3D."
  • 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: Matt Livingston
Triple: [C'mon, producer, Matt Livingston]
Generated description
Matt Livingston is a film and television producer known for his work on the project "C'mon."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Matt Livingston
Target entity description: Matt Livingston is a film and television producer known for his work on the project "C'mon."
  • A. Matt Livingston
    Matt Livingston is a musician best known as a member of the band Low.
  • B. Steve Carlson
    Steve Carlson is an American former professional ice hockey player best known for portraying one of the Hanson Brothers in the cult classic film "Slap Shot."
  • C. Andy McDermott
    Andy McDermott is a British action-adventure novelist best known for his popular series featuring archaeologist Nina Wilde and ex-SAS bodyguard Eddie Chase.
  • D. Martin L. Smith
    Martin L. Smith was a Confederate general and engineer in the American Civil War, noted for his role in organizing and defending the fortifications at Vicksburg.
  • E. Adam Marcus
    Adam Marcus is an American filmmaker and screenwriter best known for directing "Jason Goes to Hell: The Final Friday" and co-writing the horror sequel "Texas Chainsaw 3D."
  • 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_69d886d5f34c8190b24564dfaa63f3fb completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42d962b988190bdbba81ac63c7e6e completed April 19, 2026, 1:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a015fce16688190976d3760898ca5d8 completed May 11, 2026, 4:49 a.m.
NEDg Description generation batch_6a01607ee0c881909acd5f0f741e5e15 completed May 11, 2026, 4:52 a.m.
NED2 Entity disambiguation (via description) batch_6a016158b1d081909b62cf73e14b3e78 completed May 11, 2026, 4:55 a.m.
Created at: April 10, 2026, 5:37 a.m.