Triple

T1408251
Position Surface form Disambiguated ID Type / Status
Subject Deuces Wild E31745 entity
Predicate screenwriter P2831 FINISHED
Object Christopher Gambale
Christopher Gambale is a screenwriter best known for his work on the film "Deuces Wild."
 E164735 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: Christopher Gambale | Statement: [Deuces Wild, screenwriter, Christopher Gambale]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Christopher Gambale
Context triple: [Deuces Wild, screenwriter, Christopher Gambale]
  • A. Chris Brancato
    Chris Brancato is an American television writer and producer best known for his work on crime dramas, including co-creating the acclaimed Netflix series "Narcos."
  • B. Vincent Gaddis
    Vincent Gaddis was an American writer and researcher best known for coining and popularizing the modern mystery surrounding the Bermuda Triangle in the mid-20th century.
  • C. Anthony Katagas
    Anthony Katagas is an American film producer known for his work on acclaimed independent and studio films, including collaborations with prominent directors such as James Gray.
  • D. Brian Jegan
    Brian Jegan is an athlete best known for lighting the ceremonial torch at the 1998 Commonwealth Games.
  • E. Caleb Murray
    Caleb Murray is one of actor and comedian Bill Murray’s sons, known primarily for his connection to the Murray family.
  • 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: Christopher Gambale
Triple: [Deuces Wild, screenwriter, Christopher Gambale]
Generated description
Christopher Gambale is a screenwriter best known for his work on the film "Deuces Wild."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Christopher Gambale
Target entity description: Christopher Gambale is a screenwriter best known for his work on the film "Deuces Wild."
  • A. Chris Brancato
    Chris Brancato is an American television writer and producer best known for his work on crime dramas, including co-creating the acclaimed Netflix series "Narcos."
  • B. Vincent Gaddis
    Vincent Gaddis was an American writer and researcher best known for coining and popularizing the modern mystery surrounding the Bermuda Triangle in the mid-20th century.
  • C. Anthony Katagas
    Anthony Katagas is an American film producer known for his work on acclaimed independent and studio films, including collaborations with prominent directors such as James Gray.
  • D. Brian Jegan
    Brian Jegan is an athlete best known for lighting the ceremonial torch at the 1998 Commonwealth Games.
  • E. Caleb Murray
    Caleb Murray is one of actor and comedian Bill Murray’s sons, known primarily for his connection to the Murray family.
  • 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_69a49918e1f88190ba610f9dc8114578 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c3bf7f0c8190aee96818de6ff4a5 completed March 1, 2026, 10:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad08ae530081909695bde0d9c46d41 completed March 8, 2026, 5:27 a.m.
NEDg Description generation batch_69ad0975b0c4819095a36f833e15fdae completed March 8, 2026, 5:30 a.m.
NED2 Entity disambiguation (via description) batch_69ad0a1df32c81908bf57911901f3f9c completed March 8, 2026, 5:33 a.m.
Created at: March 1, 2026, 7:59 p.m.