Triple

T14413308
Position Surface form Disambiguated ID Type / Status
Subject The Legend of Hercules E357384 entity
Predicate screenwriter P2831 FINISHED
Object Daniel Giat
Daniel Giat is an American screenwriter and playwright known for his work on film and television projects, including historical and action-oriented dramas.
E1097655 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: Daniel Giat | Statement: [The Legend of Hercules, screenwriter, Daniel Giat]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Daniel Giat
Context triple: [The Legend of Hercules, screenwriter, Daniel Giat]
  • A. Dan Iassogna
    Dan Iassogna is a veteran Major League Baseball umpire who has officiated numerous postseason games, including serving as crew chief in the World Series.
  • B. Kevin Kropinyeri
    Kevin Kropinyeri is an Australian Aboriginal stand-up comedian known for his high-energy storytelling and performances at major comedy festivals and on national television.
  • C. Richard Grieco
    Richard Grieco is an American actor and former fashion model best known for his roles in the TV series "21 Jump Street" and its spin-off "Booker," as well as various film and television appearances in the late 1980s and 1990s.
  • D. Daniel Caltagirone
    Daniel Caltagirone is a British actor known for his work in film and television, including roles in projects such as "The Beach," "The Pianist," and various UK dramas.
  • E. David Giovani
    David Giovani is a youth-focused category of the Italian David di Donatello film awards, decided by the votes of young jurors.
  • 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: Daniel Giat
Triple: [The Legend of Hercules, screenwriter, Daniel Giat]
Generated description
Daniel Giat is an American screenwriter and playwright known for his work on film and television projects, including historical and action-oriented dramas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Daniel Giat
Target entity description: Daniel Giat is an American screenwriter and playwright known for his work on film and television projects, including historical and action-oriented dramas.
  • A. Dan Iassogna
    Dan Iassogna is a veteran Major League Baseball umpire who has officiated numerous postseason games, including serving as crew chief in the World Series.
  • B. Kevin Kropinyeri
    Kevin Kropinyeri is an Australian Aboriginal stand-up comedian known for his high-energy storytelling and performances at major comedy festivals and on national television.
  • C. Richard Grieco
    Richard Grieco is an American actor and former fashion model best known for his roles in the TV series "21 Jump Street" and its spin-off "Booker," as well as various film and television appearances in the late 1980s and 1990s.
  • D. Daniel Caltagirone
    Daniel Caltagirone is a British actor known for his work in film and television, including roles in projects such as "The Beach," "The Pianist," and various UK dramas.
  • E. David Giovani
    David Giovani is a youth-focused category of the Italian David di Donatello film awards, decided by the votes of young jurors.
  • 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_69d82793421c8190861eb0e673b085de completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de90cb3c708190822f5506ebf7ee9d completed April 14, 2026, 7:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd552858208190ba1550e7c1176a2a completed May 8, 2026, 3:14 a.m.
NEDg Description generation batch_69fd5671e4688190ab1b7a7ed6c0cfb8 completed May 8, 2026, 3:20 a.m.
NED2 Entity disambiguation (via description) batch_69fd57710f648190a1344ac1363acce1 completed May 8, 2026, 3:24 a.m.
Created at: April 10, 2026, 1:17 a.m.