Triple

T16669974
Position Surface form Disambiguated ID Type / Status
Subject Chinese Democracy E405083 entity
Predicate producer P490 FINISHED
Object Caram Costanzo
Caram Costanzo is a music producer best known for his work on Guns N’ Roses’ long-delayed album "Chinese Democracy."
E1227822 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: Caram Costanzo | Statement: [Chinese Democracy, producer, Caram Costanzo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Caram Costanzo
Context triple: [Chinese Democracy, producer, Caram Costanzo]
  • A. Lee Pardini
    Lee Pardini is an American keyboardist and composer best known as the longtime keyboard player for the folk-rock band Dawes and for his work as a versatile session musician.
  • B. Carol Androccio
    Carol Androccio is best known as the wife of influential American conceptual and minimalist artist Sol LeWitt.
  • C. Andrea Vaccaro
    Andrea Vaccaro was a 17th-century Italian Baroque painter from Naples, known for his religious works that reflected the dramatic lighting and realism of Caravaggio’s style.
  • D. Nadine Caridi
    Nadine Caridi is a British-born former model and licensed marriage and family therapist best known as the ex-wife of stockbroker Jordan Belfort, whose life inspired the film "The Wolf of Wall Street."
  • E. Toni D’Alto
    Toni D’Alto was an American actress known for her roles in low-budget films and as the daughter of astrologer and television personality Jackie Stallone.
  • 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: Caram Costanzo
Triple: [Chinese Democracy, producer, Caram Costanzo]
Generated description
Caram Costanzo 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: Caram Costanzo
Target entity description: Caram Costanzo is a music producer best known for his work on Guns N’ Roses’ long-delayed album "Chinese Democracy."
  • A. Lee Pardini
    Lee Pardini is an American keyboardist and composer best known as the longtime keyboard player for the folk-rock band Dawes and for his work as a versatile session musician.
  • B. Carol Androccio
    Carol Androccio is best known as the wife of influential American conceptual and minimalist artist Sol LeWitt.
  • C. Andrea Vaccaro
    Andrea Vaccaro was a 17th-century Italian Baroque painter from Naples, known for his religious works that reflected the dramatic lighting and realism of Caravaggio’s style.
  • D. Nadine Caridi
    Nadine Caridi is a British-born former model and licensed marriage and family therapist best known as the ex-wife of stockbroker Jordan Belfort, whose life inspired the film "The Wolf of Wall Street."
  • E. Toni D’Alto
    Toni D’Alto was an American actress known for her roles in low-budget films and as the daughter of astrologer and television personality Jackie Stallone.
  • 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_69e37c9fa3d081909457b1bdea1d96e0 completed April 18, 2026, 12:44 p.m.
NED1 Entity disambiguation (via context triple) batch_6a008a34852c81908c00ff8e36923cee completed May 10, 2026, 1:37 p.m.
NEDg Description generation batch_6a008abfcb4481908efb8a1cb3c0086e completed May 10, 2026, 1:40 p.m.
NED2 Entity disambiguation (via description) batch_6a008b55b28c8190bb2d63c7fe0db2cc completed May 10, 2026, 1:42 p.m.
Created at: April 10, 2026, 5:18 a.m.