Triple

T9854534
Position Surface form Disambiguated ID Type / Status
Subject Short Cuts E239550 entity
Predicate screenwriter P2831 FINISHED
Object Frank Barhydt
Frank Barhydt is an American screenwriter best known for his collaborations with director Robert Altman, including co-writing the acclaimed ensemble film "Short Cuts."
E851280 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: Frank Barhydt | Statement: [Short Cuts, screenwriter, Frank Barhydt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frank Barhydt
Context triple: [Short Cuts, screenwriter, Frank Barhydt]
  • A. Paul Boray
    Paul Boray is the driven, emotionally tormented violinist protagonist of the film "Humoresque," whose passion for music shapes his turbulent personal and professional life.
  • B. Maurice Bernhardt
    Maurice Bernhardt was the son of famed French actress Sarah Bernhardt and a French writer and playwright in his own right.
  • C. Maurice Benard
    Maurice Benard is an American actor best known for his long-running role as Sonny Corinthos on the soap opera "General Hospital."
  • D. Jacques Aupick
    Jacques Aupick was a 19th-century French general and diplomat best known as the stepfather of poet Charles Baudelaire.
  • E. Henri Fazy
    Henri Fazy was a prominent Swiss Radical politician and long-serving statesman from Geneva, influential in the late 19th and early 20th centuries.
  • 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: Frank Barhydt
Triple: [Short Cuts, screenwriter, Frank Barhydt]
Generated description
Frank Barhydt is an American screenwriter best known for his collaborations with director Robert Altman, including co-writing the acclaimed ensemble film "Short Cuts."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frank Barhydt
Target entity description: Frank Barhydt is an American screenwriter best known for his collaborations with director Robert Altman, including co-writing the acclaimed ensemble film "Short Cuts."
  • A. Paul Boray
    Paul Boray is the driven, emotionally tormented violinist protagonist of the film "Humoresque," whose passion for music shapes his turbulent personal and professional life.
  • B. Maurice Bernhardt
    Maurice Bernhardt was the son of famed French actress Sarah Bernhardt and a French writer and playwright in his own right.
  • C. Maurice Benard
    Maurice Benard is an American actor best known for his long-running role as Sonny Corinthos on the soap opera "General Hospital."
  • D. Jacques Aupick
    Jacques Aupick was a 19th-century French general and diplomat best known as the stepfather of poet Charles Baudelaire.
  • E. Henri Fazy
    Henri Fazy was a prominent Swiss Radical politician and long-serving statesman from Geneva, influential in the late 19th and early 20th centuries.
  • 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_69ca84e4fdc08190a624425bcef98665 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb3960fb481909c90d6d6cafc6222 completed April 2, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69d6f6b5338481909e05d82ceb8fadf5 completed April 9, 2026, 12:45 a.m.
NEDg Description generation batch_69d6fa2bb2ec8190aa099988a6c225eb completed April 9, 2026, 1 a.m.
NED2 Entity disambiguation (via description) batch_69d6fd10dbc08190a297073e1b737566 completed April 9, 2026, 1:12 a.m.
Created at: March 30, 2026, 8:34 p.m.