Triple

T16669991
Position Surface form Disambiguated ID Type / Status
Subject Chinese Democracy E405083 entity
Predicate producer P490 FINISHED
Object Pete Scaturro
Pete Scaturro is a music producer best known for his work on Guns N’ Roses’ long-delayed album "Chinese Democracy."
E1232897 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: Pete Scaturro | Statement: [Chinese Democracy, producer, Pete Scaturro]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pete Scaturro
Context triple: [Chinese Democracy, producer, Pete Scaturro]
  • A. Pete Ciarrocchi
    Pete Ciarrocchi is an American businessman best known as the founder of the Chickie’s & Pete’s sports bar chain and a prominent figure in Philadelphia’s sports and hospitality scene.
  • B. Paul Sciarrotta
    Paul Sciarrotta is a television writer and producer best known for developing the revival series "BH90210."
  • C. Pete Marino
    Pete Marino is a tough, streetwise homicide detective and longtime ally of medical examiner Kay Scarpetta in Patricia Cornwell’s crime novel series.
  • D. Jesse Scolaro
    Jesse Scolaro is a film producer known for his work on independent movies, including the biographical drama "Factory Girl."
  • E. Justin Nappi
    Justin Nappi is a film producer known for his work on independent and drama films, including the feature "At Any Price."
  • 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: Pete Scaturro
Triple: [Chinese Democracy, producer, Pete Scaturro]
Generated description
Pete Scaturro is a music producer best known for his work on Guns N’ Roses’ long-delayed album "Chinese Democracy."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pete Scaturro
Target entity description: Pete Scaturro is a music producer best known for his work on Guns N’ Roses’ long-delayed album "Chinese Democracy."
  • A. Pete Ciarrocchi
    Pete Ciarrocchi is an American businessman best known as the founder of the Chickie’s & Pete’s sports bar chain and a prominent figure in Philadelphia’s sports and hospitality scene.
  • B. Paul Sciarrotta
    Paul Sciarrotta is a television writer and producer best known for developing the revival series "BH90210."
  • C. Pete Marino
    Pete Marino is a tough, streetwise homicide detective and longtime ally of medical examiner Kay Scarpetta in Patricia Cornwell’s crime novel series.
  • D. Jesse Scolaro
    Jesse Scolaro is a film producer known for his work on independent movies, including the biographical drama "Factory Girl."
  • E. Justin Nappi
    Justin Nappi is a film producer known for his work on independent and drama films, including the feature "At Any Price."
  • 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_69d8838b5fbc81908c6575c132b82e80 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e37ca079ec819090b356c86a9241cc completed April 18, 2026, 12:44 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00aaeaf4388190aa5340a01938b3f2 completed May 10, 2026, 3:57 p.m.
NEDg Description generation batch_6a00ab6a378c81909617da9720b51161 completed May 10, 2026, 3:59 p.m.
NED2 Entity disambiguation (via description) batch_6a00abf09fe4819082ee0c6c6f702822 completed May 10, 2026, 4:01 p.m.
Created at: April 10, 2026, 5:18 a.m.