Triple

T9835522
Position Surface form Disambiguated ID Type / Status
Subject Boycott E239089 entity
Predicate cinematographyBy P1953 FINISHED
Object David Franco
David Franco is a cinematographer known for his work on the film "Boycott."
 E825312 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: David Franco | Statement: [Boycott, cinematographyBy, David Franco]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David Franco
Context triple: [Boycott, cinematographyBy, David Franco]
  • A. Dave Franco
    Dave Franco is an American actor and filmmaker known for roles in films like "21 Jump Street," "Now You See Me," and "Neighbors."
  • B. T. J. Miller
    T. J. Miller is an American actor and stand-up comedian known for his roles in films like "Deadpool" and the HBO series "Silicon Valley," as well as extensive voice work in animated movies.
  • C. Dan Fogler
    Dan Fogler is an American actor and comedian best known for roles in films like "Fantastic Beasts" and "Balls of Fury" as well as his work on stage and in voice acting.
  • D. David Fumero
    David Fumero is a Cuban-American actor and former fashion model best known for his role as Cristian Vega on the soap opera "One Life to Live."
  • E. Zach Woods
    Zach Woods is an American actor and comedian best known for his roles on television series such as "The Office," "Silicon Valley," and "Avenue 5."
  • 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: David Franco
Triple: [Boycott, cinematographyBy, David Franco]
Generated description
David Franco is a cinematographer known for his work on the film "Boycott."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David Franco
Target entity description: David Franco is a cinematographer known for his work on the film "Boycott."
  • A. Dave Franco
    Dave Franco is an American actor and filmmaker known for roles in films like "21 Jump Street," "Now You See Me," and "Neighbors."
  • B. T. J. Miller
    T. J. Miller is an American actor and stand-up comedian known for his roles in films like "Deadpool" and the HBO series "Silicon Valley," as well as extensive voice work in animated movies.
  • C. Dan Fogler
    Dan Fogler is an American actor and comedian best known for roles in films like "Fantastic Beasts" and "Balls of Fury" as well as his work on stage and in voice acting.
  • D. David Fumero
    David Fumero is a Cuban-American actor and former fashion model best known for his role as Cristian Vega on the soap opera "One Life to Live."
  • E. Zach Woods
    Zach Woods is an American actor and comedian best known for his roles on television series such as "The Office," "Silicon Valley," and "Avenue 5."
  • 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_69ca84e314108190978324a4bdb959f8 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb339aa1c8190901d8e660cef49c5 completed April 2, 2026, 12:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1d5c8f1a48190a4e7b6cda8ee88d5 completed April 5, 2026, 3:23 a.m.
NEDg Description generation batch_69d1d6a385ac8190b5dd11adfbb7578d completed April 5, 2026, 3:27 a.m.
NED2 Entity disambiguation (via description) batch_69d1d74e7a148190a9470745bfd7ad42 completed April 5, 2026, 3:30 a.m.
Created at: March 30, 2026, 8:33 p.m.