Triple

T6976741
Position Surface form Disambiguated ID Type / Status
Subject Stronger (What Doesn't Kill You) E161733 entity
Predicate writer P1360 FINISHED
Object David Gamson
David Gamson is an American songwriter, producer, and musician best known for his work with the band Scritti Politti and for co-writing major pop hits for artists like Kelly Clarkson.
 E632670 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: David Gamson | Statement: [Stronger (What Doesn't Kill You), writer, David Gamson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David Gamson
Context triple: [Stronger (What Doesn't Kill You), writer, David Gamson]
  • A. Barton Myers
    Barton Myers is a Canadian-American architect renowned for his innovative urban infill projects and prominent cultural and civic buildings across North America.
  • B. Bruce H. Mann
    Bruce H. Mann is an American legal historian and Harvard Law School professor known for his scholarship on early American legal and economic history and for being married to U.S. Senator Elizabeth Warren.
  • C. Geoffrey S. Fletcher
    Geoffrey S. Fletcher is an American screenwriter and filmmaker best known for his Academy Award–winning adapted screenplay for the film "Precious."
  • D. Andrew G. Myers
    Andrew G. Myers is an American organic chemist renowned for his contributions to complex molecule synthesis and medicinal chemistry.
  • E. Patrick J. Hayes
    Patrick J. Hayes was an American cardinal of the Roman Catholic Church who served as Archbishop of New York in the early 20th century.
  • 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: David Gamson
Triple: [Stronger (What Doesn't Kill You), writer, David Gamson]
Generated description
David Gamson is an American songwriter, producer, and musician best known for his work with the band Scritti Politti and for co-writing major pop hits for artists like Kelly Clarkson.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David Gamson
Target entity description: David Gamson is an American songwriter, producer, and musician best known for his work with the band Scritti Politti and for co-writing major pop hits for artists like Kelly Clarkson.
  • A. Barton Myers
    Barton Myers is a Canadian-American architect renowned for his innovative urban infill projects and prominent cultural and civic buildings across North America.
  • B. Bruce H. Mann
    Bruce H. Mann is an American legal historian and Harvard Law School professor known for his scholarship on early American legal and economic history and for being married to U.S. Senator Elizabeth Warren.
  • C. Geoffrey S. Fletcher
    Geoffrey S. Fletcher is an American screenwriter and filmmaker best known for his Academy Award–winning adapted screenplay for the film "Precious."
  • D. Andrew G. Myers
    Andrew G. Myers is an American organic chemist renowned for his contributions to complex molecule synthesis and medicinal chemistry.
  • E. Patrick J. Hayes
    Patrick J. Hayes was an American cardinal of the Roman Catholic Church who served as Archbishop of New York in the early 20th century.
  • 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_69c68854a0d88190bc0bf82263f1afce completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6db677bbc8190a084b6951e5c3182 completed March 27, 2026, 7:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69c761af5bb48190af430e961efb34fb completed March 28, 2026, 5:05 a.m.
NEDg Description generation batch_69c762cd5f388190980808321296abd3 completed March 28, 2026, 5:10 a.m.
NED2 Entity disambiguation (via description) batch_69c763beb91881909e561aa5715a6976 completed March 28, 2026, 5:14 a.m.
Created at: March 27, 2026, 2:31 p.m.