Triple

T5319473
Position Surface form Disambiguated ID Type / Status
Subject Second Hand Heart E121635 entity
Predicate producer P490 FINISHED
Object C. J. Vanston
C. J. Vanston is an American keyboardist, composer, and record producer known for his work in rock, pop, and film soundtracks, including collaborations with artists like Toto, Joe Cocker, and Spinal Tap.
E516226 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: C. J. Vanston | Statement: [Second Hand Heart, producer, C. J. Vanston]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: C. J. Vanston
Context triple: [Second Hand Heart, producer, C. J. Vanston]
  • A. C. J. Cregg
    C. J. Cregg is a fictional White House Press Secretary and later Chief of Staff on the political drama series "The West Wing," known for her sharp wit, integrity, and commanding presence in the briefing room.
  • B. Andrew Laeddis
    Andrew Laeddis is the true identity of U.S. Marshal Teddy Daniels, revealed as a delusional patient in the psychological thriller "Shutter Island."
  • C. Ian J. Turpin
    Ian J. Turpin is a Scottish-born businessman and financial executive best known as the husband of Luci Baines Johnson, daughter of former U.S. President Lyndon B. Johnson.
  • D. David Scearce
    David Scearce is a Canadian screenwriter best known for adapting Christopher Isherwood’s novel into the acclaimed film "A Single Man."
  • E. Joss Christensen
    Joss Christensen is an American freestyle skier best known for winning the inaugural Olympic gold medal in men's slopestyle skiing at the 2014 Winter Olympics in Sochi.
  • 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: C. J. Vanston
Triple: [Second Hand Heart, producer, C. J. Vanston]
Generated description
C. J. Vanston is an American keyboardist, composer, and record producer known for his work in rock, pop, and film soundtracks, including collaborations with artists like Toto, Joe Cocker, and Spinal Tap.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: C. J. Vanston
Target entity description: C. J. Vanston is an American keyboardist, composer, and record producer known for his work in rock, pop, and film soundtracks, including collaborations with artists like Toto, Joe Cocker, and Spinal Tap.
  • A. C. J. Cregg
    C. J. Cregg is a fictional White House Press Secretary and later Chief of Staff on the political drama series "The West Wing," known for her sharp wit, integrity, and commanding presence in the briefing room.
  • B. Andrew Laeddis
    Andrew Laeddis is the true identity of U.S. Marshal Teddy Daniels, revealed as a delusional patient in the psychological thriller "Shutter Island."
  • C. Ian J. Turpin
    Ian J. Turpin is a Scottish-born businessman and financial executive best known as the husband of Luci Baines Johnson, daughter of former U.S. President Lyndon B. Johnson.
  • D. David Scearce
    David Scearce is a Canadian screenwriter best known for adapting Christopher Isherwood’s novel into the acclaimed film "A Single Man."
  • E. Joss Christensen
    Joss Christensen is an American freestyle skier best known for winning the inaugural Olympic gold medal in men's slopestyle skiing at the 2014 Winter Olympics in Sochi.
  • 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_69bd463d956c819088105c3db802c017 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd855407048190bcdb97c7098cc2aa completed March 20, 2026, 5:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf290bb4148190b6f98fcd36d03c02 completed March 21, 2026, 11:26 p.m.
NEDg Description generation batch_69bf2a23ba1881909ddc549728bbc2d3 completed March 21, 2026, 11:30 p.m.
NED2 Entity disambiguation (via description) batch_69bf2e6d5f9081908327dff0058241f0 completed March 21, 2026, 11:49 p.m.
Created at: March 20, 2026, 1:59 p.m.