Triple

T14997755
Position Surface form Disambiguated ID Type / Status
Subject Dave Barry E374002 entity
Predicate notableWork P4 FINISHED
Object Tricky Business
Tricky Business is a humorous crime novel by American author and columnist Dave Barry, featuring his trademark satire and offbeat characters.
E1131008 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: Tricky Business | Statement: [Dave Barry, notableWork, Tricky Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tricky Business
Context triple: [Dave Barry, notableWork, Tricky Business]
  • A. It’s Tricky
    "It's Tricky" is a popular 1986 hip hop single by Run-D.M.C. known for its catchy hook and influential role in bringing rap music into the mainstream.
  • B. Tha Bizness
    Tha Bizness is an American hip hop and R&B production duo known for crafting beats for prominent artists across the rap and urban music scenes.
  • C. Tricky
    Tricky is a pioneering English trip-hop musician and producer known for his dark, atmospheric sound and influential work on Massive Attack’s early records and his solo album "Maxinquaye."
  • D. It’s a Business
    "It’s a Business" is a musical number from the Broadway show *Curtains*, characterized by its satirical take on the commercial side of show business.
  • E. In My Business
    "In My Business" is a song by Whitney Houston from her 1998 album *My Love Is Your Love*, blending R&B and pop with themes of privacy and personal boundaries.
  • 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: Tricky Business
Triple: [Dave Barry, notableWork, Tricky Business]
Generated description
Tricky Business is a humorous crime novel by American author and columnist Dave Barry, featuring his trademark satire and offbeat characters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tricky Business
Target entity description: Tricky Business is a humorous crime novel by American author and columnist Dave Barry, featuring his trademark satire and offbeat characters.
  • A. It’s Tricky
    "It's Tricky" is a popular 1986 hip hop single by Run-D.M.C. known for its catchy hook and influential role in bringing rap music into the mainstream.
  • B. Tha Bizness
    Tha Bizness is an American hip hop and R&B production duo known for crafting beats for prominent artists across the rap and urban music scenes.
  • C. Tricky
    Tricky is a pioneering English trip-hop musician and producer known for his dark, atmospheric sound and influential work on Massive Attack’s early records and his solo album "Maxinquaye."
  • D. It’s a Business
    "It’s a Business" is a musical number from the Broadway show *Curtains*, characterized by its satirical take on the commercial side of show business.
  • E. In My Business
    "In My Business" is a song by Whitney Houston from her 1998 album *My Love Is Your Love*, blending R&B and pop with themes of privacy and personal boundaries.
  • 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_69d85ccc84388190aa151e5173370c8d completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded71a5618819083ae96a79735ef98 completed April 15, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe969c3ba88190899f06b185e94ccf completed May 9, 2026, 2:06 a.m.
NEDg Description generation batch_69fe972728dc8190a9cf2a3e984b05a7 completed May 9, 2026, 2:08 a.m.
NED2 Entity disambiguation (via description) batch_69fe9790d1d081908fc94829d3104e07 completed May 9, 2026, 2:10 a.m.
Created at: April 10, 2026, 2:54 a.m.