Triple

T12424798
Position Surface form Disambiguated ID Type / Status
Subject Pennies from Heaven E296868 entity
Predicate leadActorRole P5563 FINISHED
Object Steve Martin as Arthur Parker
Steve Martin as Arthur Parker is the central character in the film "Pennies from Heaven," a downtrodden sheet-music salesman whose bleak reality contrasts sharply with his escapist musical fantasies.
E981596 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: Steve Martin as Arthur Parker | Statement: [Pennies from Heaven, leadActorRole, Steve Martin as Arthur Parker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Steve Martin as Arthur Parker
Context triple: [Pennies from Heaven, leadActorRole, Steve Martin as Arthur Parker]
  • A. Steve Martin as Roger Cobb
    Steve Martin as Roger Cobb is the comedic lead character in the 1984 fantasy-comedy film "All of Me," where he portrays a lawyer whose body becomes partially possessed by a deceased heiress.
  • B. Bill Murray as Carl Spackler
    Bill Murray as Carl Spackler is the eccentric, mumbling, gopher-obsessed groundskeeper whose absurd antics and improvised monologues became the comedic highlight of the film.
  • C. Danny Glover as Arthur Teller
    Danny Glover as Arthur Teller is a wise, compassionate professor and mentor figure in the TV series "Touch," guiding the young protagonist’s father in understanding his son’s extraordinary abilities.
  • D. Bill Murray as Vincent MacKenna
    Bill Murray as Vincent MacKenna is the central character in the film "St. Vincent," a gruff, hard-drinking, and unexpectedly compassionate neighbor whose unlikely friendship with a young boy reveals his hidden depth and humanity.
  • E. Phil Silvers as Herb Blake
    Phil Silvers as Herb Blake is a comic supporting character in the 1950 musical film "Summer Stock," showcasing Silvers’ trademark fast-talking, wisecracking style.
  • 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: Steve Martin as Arthur Parker
Triple: [Pennies from Heaven, leadActorRole, Steve Martin as Arthur Parker]
Generated description
Steve Martin as Arthur Parker is the central character in the film "Pennies from Heaven," a downtrodden sheet-music salesman whose bleak reality contrasts sharply with his escapist musical fantasies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Steve Martin as Arthur Parker
Target entity description: Steve Martin as Arthur Parker is the central character in the film "Pennies from Heaven," a downtrodden sheet-music salesman whose bleak reality contrasts sharply with his escapist musical fantasies.
  • A. Steve Martin as Roger Cobb
    Steve Martin as Roger Cobb is the comedic lead character in the 1984 fantasy-comedy film "All of Me," where he portrays a lawyer whose body becomes partially possessed by a deceased heiress.
  • B. Bill Murray as Carl Spackler
    Bill Murray as Carl Spackler is the eccentric, mumbling, gopher-obsessed groundskeeper whose absurd antics and improvised monologues became the comedic highlight of the film.
  • C. Danny Glover as Arthur Teller
    Danny Glover as Arthur Teller is a wise, compassionate professor and mentor figure in the TV series "Touch," guiding the young protagonist’s father in understanding his son’s extraordinary abilities.
  • D. Bill Murray as Vincent MacKenna
    Bill Murray as Vincent MacKenna is the central character in the film "St. Vincent," a gruff, hard-drinking, and unexpectedly compassionate neighbor whose unlikely friendship with a young boy reveals his hidden depth and humanity.
  • E. Phil Silvers as Herb Blake
    Phil Silvers as Herb Blake is a comic supporting character in the 1950 musical film "Summer Stock," showcasing Silvers’ trademark fast-talking, wisecracking style.
  • 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_69d6ada0640c81908c061d7fb3d47786 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d7b6bd08190b30beba393a5b1e7 completed April 10, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6349716fc8190997b54a50d29827a completed May 2, 2026, 5:29 p.m.
NEDg Description generation batch_69f6356ce3f4819087d1703db655cbb4 completed May 2, 2026, 5:33 p.m.
NED2 Entity disambiguation (via description) batch_69f63697d5b8819094728df472eb1914 completed May 2, 2026, 5:38 p.m.
Created at: April 8, 2026, 9:55 p.m.