Triple

T14942631
Position Surface form Disambiguated ID Type / Status
Subject Warriors of Virtue E372567 entity
Predicate writer P1360 FINISHED
Object Hugh Kelley
Hugh Kelley is a screenwriter best known for co-writing the 1997 fantasy martial arts film "Warriors of Virtue."
E1213564 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: Hugh Kelley | Statement: [Warriors of Virtue, writer, Hugh Kelley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hugh Kelley
Context triple: [Warriors of Virtue, writer, Hugh Kelley]
  • A. Edward O’Kelley
    Edward O’Kelley was an American gunman best known for fatally shooting Robert Ford, the man who killed outlaw Jesse James.
  • B. W. Wallace Kelley
    W. Wallace Kelley was an American cinematographer known for his work on classic mid-20th-century films, including the original 1963 comedy "The Nutty Professor."
  • C. William Darrah Kelley
    William Darrah Kelley was a prominent 19th-century American Republican politician and staunch advocate of protective tariffs and civil rights, who served for decades in the U.S. House of Representatives from Pennsylvania.
  • D. Henry McHenry
    Henry McHenry is an American paleoanthropologist and professor known for his research on human evolution, particularly the biomechanics and locomotion of early hominins.
  • E. Michael Holbrook
    Michael Holbrook is a personal name most notably associated with individuals in English-speaking countries, sometimes appearing as a given and family name combination.
  • 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: Hugh Kelley
Triple: [Warriors of Virtue, writer, Hugh Kelley]
Generated description
Hugh Kelley is a screenwriter best known for co-writing the 1997 fantasy martial arts film "Warriors of Virtue."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hugh Kelley
Target entity description: Hugh Kelley is a screenwriter best known for co-writing the 1997 fantasy martial arts film "Warriors of Virtue."
  • A. Edward O’Kelley
    Edward O’Kelley was an American gunman best known for fatally shooting Robert Ford, the man who killed outlaw Jesse James.
  • B. W. Wallace Kelley
    W. Wallace Kelley was an American cinematographer known for his work on classic mid-20th-century films, including the original 1963 comedy "The Nutty Professor."
  • C. William Darrah Kelley
    William Darrah Kelley was a prominent 19th-century American Republican politician and staunch advocate of protective tariffs and civil rights, who served for decades in the U.S. House of Representatives from Pennsylvania.
  • D. Henry McHenry
    Henry McHenry is an American paleoanthropologist and professor known for his research on human evolution, particularly the biomechanics and locomotion of early hominins.
  • E. Michael Holbrook
    Michael Holbrook is a personal name most notably associated with individuals in English-speaking countries, sometimes appearing as a given and family name combination.
  • 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_69d85cc9da0c81908d583ca3f63a3908 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded68c1df0819084c0cd61b207d398 completed April 15, 2026, 12:06 a.m.
NED1 Entity disambiguation (via context triple) batch_6a004568c93c81908450887f72de8466 completed May 10, 2026, 8:44 a.m.
NEDg Description generation batch_6a0045c351f481908368f6bcab56851e completed May 10, 2026, 8:45 a.m.
NED2 Entity disambiguation (via description) batch_6a00465f66608190af8f07eba3f28f85 completed May 10, 2026, 8:48 a.m.
Created at: April 10, 2026, 2:38 a.m.