Triple

T3345347
Position Surface form Disambiguated ID Type / Status
Subject Can't Slow Down E70359 entity
Predicate producer P490 FINISHED
Object Tommy Lipuma
Tommy LiPuma was an influential American record producer and music industry executive known for his work with major pop and jazz artists across several decades.
 E359704 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: Tommy Lipuma | Statement: [Can't Slow Down, producer, Tommy Lipuma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tommy Lipuma
Context triple: [Can't Slow Down, producer, Tommy Lipuma]
  • A. Tommy Barban
    Tommy Barban is a daring and enigmatic soldier of fortune who plays a pivotal role in F. Scott Fitzgerald’s novel "Tender Is the Night."
  • B. Paul De Meo
    Paul De Meo was an American screenwriter and producer best known for co-writing action and war-themed films and television projects, often in collaboration with J. Michael Straczynski and others.
  • C. Anthony Di Ninno
    Anthony Di Ninno is a cinematographer best known for his work on the animated feature film "Captain Underpants: The First Epic Movie."
  • D. Rocco Urbisci
    Rocco Urbisci is an American writer, director, and producer best known for his work on comedy films and television specials, including collaborations with prominent comedians like Richard Pryor.
  • E. Joe Caracciolo Jr.
    Joe Caracciolo Jr. is a veteran American film producer known for overseeing major studio productions and large-scale genre films.
  • 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: Tommy Lipuma
Triple: [Can't Slow Down, producer, Tommy Lipuma]
Generated description
Tommy LiPuma was an influential American record producer and music industry executive known for his work with major pop and jazz artists across several decades.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tommy Lipuma
Target entity description: Tommy LiPuma was an influential American record producer and music industry executive known for his work with major pop and jazz artists across several decades.
  • A. Tommy Barban
    Tommy Barban is a daring and enigmatic soldier of fortune who plays a pivotal role in F. Scott Fitzgerald’s novel "Tender Is the Night."
  • B. Paul De Meo
    Paul De Meo was an American screenwriter and producer best known for co-writing action and war-themed films and television projects, often in collaboration with J. Michael Straczynski and others.
  • C. Anthony Di Ninno
    Anthony Di Ninno is a cinematographer best known for his work on the animated feature film "Captain Underpants: The First Epic Movie."
  • D. Rocco Urbisci
    Rocco Urbisci is an American writer, director, and producer best known for his work on comedy films and television specials, including collaborations with prominent comedians like Richard Pryor.
  • E. Joe Caracciolo Jr.
    Joe Caracciolo Jr. is a veteran American film producer known for overseeing major studio productions and large-scale genre films.
  • 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_69ad85a405e48190b6e68de7cf9f319e completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb1f36c74819093ef2c74a46c2351 completed March 8, 2026, 5:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69b360a07dec819094b0645d0e2a91da completed March 13, 2026, 12:56 a.m.
NEDg Description generation batch_69b3615cf80481908ff305f995d0b176 completed March 13, 2026, 12:59 a.m.
NED2 Entity disambiguation (via description) batch_69b362451b848190a2fe80a17ab8f9c3 completed March 13, 2026, 1:03 a.m.
Created at: March 8, 2026, 3:12 p.m.