Triple

T9879249
Position Surface form Disambiguated ID Type / Status
Subject No, No, No E240158 entity
Predicate producer P490 FINISHED
Object Vincent Herbert
Vincent Herbert is an American music producer and songwriter best known for his work with major R&B and pop artists and for founding Streamline Records.
E826617 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: Vincent Herbert | Statement: [No, No, No, producer, Vincent Herbert]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vincent Herbert
Context triple: [No, No, No, producer, Vincent Herbert]
  • A. Vincent Brooks
    Vincent Brooks is a retired U.S. Army general best known for his prominent leadership roles during the Iraq War and his later command of U.S. Forces Korea.
  • B. Victor Arnold
    Victor Arnold was an American character actor known for his tough, streetwise roles in crime and action films and television from the 1960s through the 1990s.
  • C. Tom Villard
    Tom Villard was an American film and television actor known for his comedic roles in the 1980s, including appearances in movies like "One Crazy Summer" and "My Girl."
  • D. Eric Villency
    Eric Villency is an American businessman and interior designer, known as the CEO of the design firm Villency Design Group and for his past marriage to television personality Kimberly Guilfoyle.
  • E. Joseph Vance
    Joseph Vance is a semi-autobiographical novel by William De Morgan, known for its Victorian-style narrative and detailed portrayal of 19th-century English life.
  • 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: Vincent Herbert
Triple: [No, No, No, producer, Vincent Herbert]
Generated description
Vincent Herbert is an American music producer and songwriter best known for his work with major R&B and pop artists and for founding Streamline Records.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Vincent Herbert
Target entity description: Vincent Herbert is an American music producer and songwriter best known for his work with major R&B and pop artists and for founding Streamline Records.
  • A. Vincent Brooks
    Vincent Brooks is a retired U.S. Army general best known for his prominent leadership roles during the Iraq War and his later command of U.S. Forces Korea.
  • B. Victor Arnold
    Victor Arnold was an American character actor known for his tough, streetwise roles in crime and action films and television from the 1960s through the 1990s.
  • C. Tom Villard
    Tom Villard was an American film and television actor known for his comedic roles in the 1980s, including appearances in movies like "One Crazy Summer" and "My Girl."
  • D. Eric Villency
    Eric Villency is an American businessman and interior designer, known as the CEO of the design firm Villency Design Group and for his past marriage to television personality Kimberly Guilfoyle.
  • E. Joseph Vance
    Joseph Vance is a semi-autobiographical novel by William De Morgan, known for its Victorian-style narrative and detailed portrayal of 19th-century English life.
  • 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_69ca84e8a0788190b9061811d50fd554 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb4135c108190b3330e929509699d completed April 2, 2026, 12:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1e480ead08190992eb43ea3eac38b completed April 5, 2026, 4:26 a.m.
NEDg Description generation batch_69d1e5d0da7081908e14fe4bc6623ea5 completed April 5, 2026, 4:32 a.m.
NED2 Entity disambiguation (via description) batch_69d1e6af89f88190abe63f8172182f58 completed April 5, 2026, 4:35 a.m.
Created at: March 30, 2026, 8:37 p.m.