Triple

T16573884
Position Surface form Disambiguated ID Type / Status
Subject American Buffalo E402659 entity
Predicate hasCharacter P2308 FINISHED
Object Donny Dubrow
Donny Dubrow is a small-time, morally conflicted junk shop owner and central figure in David Mamet’s play "American Buffalo," embodying themes of loyalty, business, and betrayal.
E1249237 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: Donny Dubrow | Statement: [American Buffalo, hasCharacter, Donny Dubrow]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Donny Dubrow
Context triple: [American Buffalo, hasCharacter, Donny Dubrow]
  • A. Donny Berger
    Donny Berger is the crude, hard-partying father character played by Adam Sandler in the raunchy comedy film "That's My Boy."
  • B. Michael Dubin
    Michael Dubin is an American entrepreneur best known as the co-founder and charismatic former CEO of Dollar Shave Club, the subscription razor company made famous by its viral marketing.
  • C. Donnie Blume
    Donnie Blume is a fictional character known as one of the sons of wealthy industrialist Herman Blume in Wes Anderson’s film "Rushmore."
  • D. Joseph Dubin
    Joseph Dubin was an American film composer and orchestrator best known for his work on numerous Walt Disney animated features in the mid-20th century.
  • E. Jeff Danna
    Jeff Danna is a Canadian film composer known for his scores for movies such as The Boondock Saints and various animated and dramatic films.
  • 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: Donny Dubrow
Triple: [American Buffalo, hasCharacter, Donny Dubrow]
Generated description
Donny Dubrow is a small-time, morally conflicted junk shop owner and central figure in David Mamet’s play "American Buffalo," embodying themes of loyalty, business, and betrayal.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Donny Dubrow
Target entity description: Donny Dubrow is a small-time, morally conflicted junk shop owner and central figure in David Mamet’s play "American Buffalo," embodying themes of loyalty, business, and betrayal.
  • A. Donny Berger
    Donny Berger is the crude, hard-partying father character played by Adam Sandler in the raunchy comedy film "That's My Boy."
  • B. Michael Dubin
    Michael Dubin is an American entrepreneur best known as the co-founder and charismatic former CEO of Dollar Shave Club, the subscription razor company made famous by its viral marketing.
  • C. Donnie Blume
    Donnie Blume is a fictional character known as one of the sons of wealthy industrialist Herman Blume in Wes Anderson’s film "Rushmore."
  • D. Joseph Dubin
    Joseph Dubin was an American film composer and orchestrator best known for his work on numerous Walt Disney animated features in the mid-20th century.
  • E. Jeff Danna
    Jeff Danna is a Canadian film composer known for his scores for movies such as The Boondock Saints and various animated and dramatic films.
  • 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_69d88387363c8190a97a0c942130de97 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3595ab9dc81909b774f6d9c17d6dd completed April 18, 2026, 10:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a012ec5c99c819082f154267c246e92 completed May 11, 2026, 1:20 a.m.
NEDg Description generation batch_6a012fa27c9c819097631c3d4d828ccf completed May 11, 2026, 1:23 a.m.
NED2 Entity disambiguation (via description) batch_6a01303769c081909ea5dc6af7f324d7 completed May 11, 2026, 1:26 a.m.
Created at: April 10, 2026, 5:16 a.m.