Triple

T9280883
Position Surface form Disambiguated ID Type / Status
Subject Last Week Tonight with John Oliver E223062 entity
Predicate executiveProducer P7225 FINISHED
Object James Taylor
James Taylor is an American television producer best known for his work as an executive producer on the satirical news program "Last Week Tonight with John Oliver."
E789898 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: James Taylor | Statement: [Last Week Tonight with John Oliver, executiveProducer, James Taylor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Taylor
Context triple: [Last Week Tonight with John Oliver, executiveProducer, James Taylor]
  • A. James Taylor
    James Taylor is an American singer-songwriter and guitarist known for his mellow voice, introspective lyrics, and classic hits like "Fire and Rain" and "You've Got a Friend."
  • B. Livingston Taylor
    Livingston Taylor is an American singer-songwriter and guitarist known for his folk-pop music, gentle vocal style, and long career as both a performer and music educator.
  • C. John Hiatt
    John Hiatt is an American singer-songwriter and guitarist known for his roots-rock, Americana, and country-influenced songs that have been widely covered by other artists.
  • D. John Denver
    John Denver was an American singer-songwriter and folk musician known for his gentle acoustic sound and hits like "Take Me Home, Country Roads" and "Annie's Song."
  • E. Jackson Browne
    Jackson Browne is an American singer-songwriter known for his introspective lyrics and influential contributions to the 1970s soft rock and folk-rock genres.
  • 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: James Taylor
Triple: [Last Week Tonight with John Oliver, executiveProducer, James Taylor]
Generated description
James Taylor is an American television producer best known for his work as an executive producer on the satirical news program "Last Week Tonight with John Oliver."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Taylor
Target entity description: James Taylor is an American television producer best known for his work as an executive producer on the satirical news program "Last Week Tonight with John Oliver."
  • A. James Taylor
    James Taylor is an American singer-songwriter and guitarist known for his mellow voice, introspective lyrics, and classic hits like "Fire and Rain" and "You've Got a Friend."
  • B. Livingston Taylor
    Livingston Taylor is an American singer-songwriter and guitarist known for his folk-pop music, gentle vocal style, and long career as both a performer and music educator.
  • C. John Hiatt
    John Hiatt is an American singer-songwriter and guitarist known for his roots-rock, Americana, and country-influenced songs that have been widely covered by other artists.
  • D. John Denver
    John Denver was an American singer-songwriter and folk musician known for his gentle acoustic sound and hits like "Take Me Home, Country Roads" and "Annie's Song."
  • E. Jackson Browne
    Jackson Browne is an American singer-songwriter known for his introspective lyrics and influential contributions to the 1970s soft rock and folk-rock genres.
  • 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_69ca842123588190b3f2e1a69037d141 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd07cd9a1c8190af0521baa428ce10 completed April 1, 2026, 11:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0b209a5b48190a7e6d983bcda5363 completed April 4, 2026, 6:39 a.m.
NEDg Description generation batch_69d0b3548dd881908adadf4a728cec50 completed April 4, 2026, 6:44 a.m.
NED2 Entity disambiguation (via description) batch_69d0b4083da88190ab996ee53bf5ff16 completed April 4, 2026, 6:47 a.m.
Created at: March 30, 2026, 7:34 p.m.