Triple

T13893492
Position Surface form Disambiguated ID Type / Status
Subject Bedtime Stories E334029 entity
Predicate producer P490 FINISHED
Object Tony Shimkin
Tony Shimkin is a music producer and engineer best known for his work on major pop records in the 1990s, including projects with Madonna.
E1149300 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: Tony Shimkin | Statement: [Bedtime Stories, producer, Tony Shimkin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tony Shimkin
Context triple: [Bedtime Stories, producer, Tony Shimkin]
  • A. Philip Andelman
    Philip Andelman is an American music video and commercial director known for his work with major artists across pop and rock music.
  • B. Wolf Mankowitz
    Wolf Mankowitz was a British novelist, playwright, and screenwriter known for his work on films such as the 1967 James Bond spoof "Casino Royale" and for his influential postwar literary portrayals of East End London.
  • C. Ron Loewinsohn
    Ron Loewinsohn was an American poet and novelist associated with the San Francisco Renaissance, known for his experimental style and engagement with postwar avant-garde literary circles.
  • D. Eric Dinowitz
    Eric Dinowitz is a New York City Council member representing parts of the Bronx, including neighborhoods such as Spuyten Duyvil.
  • E. Michael Greenberg
    Michael Greenberg is a prominent American neuroscientist renowned for his pioneering work on activity-dependent gene expression in the brain.
  • 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: Tony Shimkin
Triple: [Bedtime Stories, producer, Tony Shimkin]
Generated description
Tony Shimkin is a music producer and engineer best known for his work on major pop records in the 1990s, including projects with Madonna.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tony Shimkin
Target entity description: Tony Shimkin is a music producer and engineer best known for his work on major pop records in the 1990s, including projects with Madonna.
  • A. Philip Andelman
    Philip Andelman is an American music video and commercial director known for his work with major artists across pop and rock music.
  • B. Wolf Mankowitz
    Wolf Mankowitz was a British novelist, playwright, and screenwriter known for his work on films such as the 1967 James Bond spoof "Casino Royale" and for his influential postwar literary portrayals of East End London.
  • C. Ron Loewinsohn
    Ron Loewinsohn was an American poet and novelist associated with the San Francisco Renaissance, known for his experimental style and engagement with postwar avant-garde literary circles.
  • D. Eric Dinowitz
    Eric Dinowitz is a New York City Council member representing parts of the Bronx, including neighborhoods such as Spuyten Duyvil.
  • E. Michael Greenberg
    Michael Greenberg is a prominent American neuroscientist renowned for his pioneering work on activity-dependent gene expression in the brain.
  • 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_69d81c5dd2d48190b7a5fc1e009de936 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de23a537d4819093c2bae2a244816a completed April 14, 2026, 11:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69fef883f2b88190807d9157e8d45e3c completed May 9, 2026, 9:04 a.m.
NEDg Description generation batch_69fef9b42b94819088e96f301a91ce71 completed May 9, 2026, 9:09 a.m.
NED2 Entity disambiguation (via description) batch_69fefa179c7081908cced4ad780583a3 completed May 9, 2026, 9:10 a.m.
Created at: April 9, 2026, 10:15 p.m.