Triple

T14889004
Position Surface form Disambiguated ID Type / Status
Subject Tommy LiPuma E359704 entity
Predicate birthName P65 FINISHED
Object Thomas LiPuma
Thomas LiPuma was an American record producer and music industry executive known for his work with artists such as George Benson, Diana Krall, and Miles Davis.
E1166770 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: Thomas LiPuma | Statement: [Tommy LiPuma, birthName, Thomas LiPuma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thomas LiPuma
Context triple: [Tommy LiPuma, birthName, Thomas LiPuma]
  • A. William D'Elia
    William D'Elia is an American mobster who became a powerful boss in the Bufalino crime family and a significant figure in organized crime in Pennsylvania.
  • B. Mitch Kertzman
    Mitch Kertzman is an American technology executive and entrepreneur best known for his leadership roles in the software and semiconductor industries, including at companies like LSI Logic and Sybase.
  • C. Ken Lemberger
    Ken Lemberger is a film producer known for his work on the 2006 adaptation of "All the King's Men."
  • D. Sol Kaplan
    Sol Kaplan was an American composer best known for his film and television scores, including work in mid-20th-century Hollywood.
  • E. Rich Kleiman
    Rich Kleiman is an American sports agent and entrepreneur best known as Kevin Durant’s longtime business partner and co-founder of the sports and entertainment company Boardroom and the investment firm Thirty Five Ventures.
  • 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: Thomas LiPuma
Triple: [Tommy LiPuma, birthName, Thomas LiPuma]
Generated description
Thomas LiPuma was an American record producer and music industry executive known for his work with artists such as George Benson, Diana Krall, and Miles Davis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thomas LiPuma
Target entity description: Thomas LiPuma was an American record producer and music industry executive known for his work with artists such as George Benson, Diana Krall, and Miles Davis.
  • A. William D'Elia
    William D'Elia is an American mobster who became a powerful boss in the Bufalino crime family and a significant figure in organized crime in Pennsylvania.
  • B. Mitch Kertzman
    Mitch Kertzman is an American technology executive and entrepreneur best known for his leadership roles in the software and semiconductor industries, including at companies like LSI Logic and Sybase.
  • C. Ken Lemberger
    Ken Lemberger is a film producer known for his work on the 2006 adaptation of "All the King's Men."
  • D. Sol Kaplan
    Sol Kaplan was an American composer best known for his film and television scores, including work in mid-20th-century Hollywood.
  • E. Rich Kleiman
    Rich Kleiman is an American sports agent and entrepreneur best known as Kevin Durant’s longtime business partner and co-founder of the sports and entertainment company Boardroom and the investment firm Thirty Five Ventures.
  • 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_69d827980cbc8190a0c569ae3940a1d9 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69ded5f6cf5c8190b6b28f58fafe5d59 completed April 15, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff56afa5ec8190a058574dff7431dc completed May 9, 2026, 3:45 p.m.
NEDg Description generation batch_69ff57c304188190afa695ae88cf0234 completed May 9, 2026, 3:50 p.m.
NED2 Entity disambiguation (via description) batch_69ff5920436c81909addad5bb4566ae9 completed May 9, 2026, 3:56 p.m.
Created at: April 10, 2026, 2:09 a.m.