Triple

T7775580
Position Surface form Disambiguated ID Type / Status
Subject The Big Heat E221381 entity
Predicate producer P490 FINISHED
Object Robert Arthur
Robert Arthur was an American film producer known for his work on numerous Hollywood movies during the mid-20th century.
 E693013 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: Robert Arthur | Statement: [The Big Heat, producer, Robert Arthur]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Robert Arthur
Context triple: [The Big Heat, producer, Robert Arthur]
  • A. Robert Arthur
    Robert Arthur was an American film and television actor active in the mid-20th century, known for supporting roles in dramas and comedies.
  • B. Robert Alan Aurthur
    Robert Alan Aurthur was an American screenwriter, playwright, and television producer best known for his collaboration with director Bob Fosse, including work on the film "All That Jazz."
  • C. Nicol Williamson
    Nicol Williamson was a Scottish actor acclaimed for his intense stage and screen performances, notably in roles such as Merlin in "Excalibur" and the title character in "Hamlet."
  • D. George Scott
    George Scott was a gospel singer best known as a longtime member of the legendary vocal group The Blind Boys of Alabama.
  • E. George Scott
    George Scott was a power-hitting first baseman and three-time All-Star known for his strong defense and key role with the Boston Red Sox in the late 1960s and 1970s.
  • 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: Robert Arthur
Triple: [The Big Heat, producer, Robert Arthur]
Generated description
Robert Arthur was an American film producer known for his work on numerous Hollywood movies during the mid-20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Robert Arthur
Target entity description: Robert Arthur was an American film producer known for his work on numerous Hollywood movies during the mid-20th century.
  • A. Robert Arthur
    Robert Arthur was an American film and television actor active in the mid-20th century, known for supporting roles in dramas and comedies.
  • B. Robert Alan Aurthur
    Robert Alan Aurthur was an American screenwriter, playwright, and television producer best known for his collaboration with director Bob Fosse, including work on the film "All That Jazz."
  • C. Nicol Williamson
    Nicol Williamson was a Scottish actor acclaimed for his intense stage and screen performances, notably in roles such as Merlin in "Excalibur" and the title character in "Hamlet."
  • D. George Scott
    George Scott was a gospel singer best known as a longtime member of the legendary vocal group The Blind Boys of Alabama.
  • E. George Scott
    George Scott was a power-hitting first baseman and three-time All-Star known for his strong defense and key role with the Boston Red Sox in the late 1960s and 1970s.
  • 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_69ca83ebbef881909ac47f789145fef7 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69caa4d005808190ac14c8d716421bdb completed March 30, 2026, 4:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69caf58a86548190b870417692e4b654 completed March 30, 2026, 10:13 p.m.
NEDg Description generation batch_69caf81d934881908fa41ebd43f3b2e2 completed March 30, 2026, 10:24 p.m.
NED2 Entity disambiguation (via description) batch_69caf9f86d808190880f7bb2fc8d4fe3 completed March 30, 2026, 10:32 p.m.
Created at: March 30, 2026, 3:46 p.m.