Triple

T20427374
Position Surface form Disambiguated ID Type / Status
Subject Howards End (2017 TV series) E501040 entity
Predicate executiveProducer P7225 FINISHED
Object David A. Stern
David A. Stern is a television producer known for his work on high-profile drama series, including serving as an executive producer on the 2017 adaptation of "Howards End."
E1429250 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 A. Stern | Statement: [Howards End (2017 TV series), executiveProducer, David A. Stern]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David A. Stern
Context triple: [Howards End (2017 TV series), executiveProducer, David A. Stern]
  • A. Allan Rubin
    Allan Rubin is one of the children of pioneering American astronomer Vera Rubin, who was renowned for her work on galaxy rotation curves and dark matter.
  • B. Larry A. Lebofsky
    Larry A. Lebofsky is an American astronomer known for his work in planetary science and the study of ring systems around planets.
  • C. John D. Friedman
    John D. Friedman was an individual significant enough to the local community or aviation history that a public airport, Friedman Memorial Airport, was named in his honor.
  • D. Alan D. Adler
    Alan D. Adler was an American chemist and sindonologist best known for his scientific analyses of the Shroud of Turin and his influential role in Shroud research.
  • E. Joseph E. Levine
    Joseph E. Levine was an influential American film producer and distributor known for aggressively marketing and popularizing both foreign and domestic films in the mid-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 A. Stern
Triple: [Howards End (2017 TV series), executiveProducer, David A. Stern]
Generated description
David A. Stern is a television producer known for his work on high-profile drama series, including serving as an executive producer on the 2017 adaptation of "Howards End."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David A. Stern
Target entity description: David A. Stern is a television producer known for his work on high-profile drama series, including serving as an executive producer on the 2017 adaptation of "Howards End."
  • A. Allan Rubin
    Allan Rubin is one of the children of pioneering American astronomer Vera Rubin, who was renowned for her work on galaxy rotation curves and dark matter.
  • B. Larry A. Lebofsky
    Larry A. Lebofsky is an American astronomer known for his work in planetary science and the study of ring systems around planets.
  • C. John D. Friedman
    John D. Friedman was an individual significant enough to the local community or aviation history that a public airport, Friedman Memorial Airport, was named in his honor.
  • D. Alan D. Adler
    Alan D. Adler was an American chemist and sindonologist best known for his scientific analyses of the Shroud of Turin and his influential role in Shroud research.
  • E. Joseph E. Levine
    Joseph E. Levine was an influential American film producer and distributor known for aggressively marketing and popularizing both foreign and domestic films in the mid-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_69e0b4aa68fc8190b1a14c55575ef04a completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e67ba9700481909fa23493f98095d1 completed April 20, 2026, 7:16 p.m.
NED1 Entity disambiguation (via context triple) batch_6a087b308d688190aa6522b3c11dc2a7 completed May 16, 2026, 2:12 p.m.
NEDg Description generation batch_6a088017be588190ab94b8180e44ebf4 completed May 16, 2026, 2:32 p.m.
NED2 Entity disambiguation (via description) batch_6a0880c45e1081908f439ade0c31a47e completed May 16, 2026, 2:35 p.m.
Created at: April 16, 2026, 11:30 a.m.