Triple

T14479193
Position Surface form Disambiguated ID Type / Status
Subject Police Academy 2: Their First Assignment E359055 entity
Predicate stars P1956 FINISHED
Object David Graf
David Graf was an American character actor best known for his comedic role as the gun-obsessed Officer Eugene Tackleberry in the Police Academy film series.
E1100628 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: David Graf | Statement: [Police Academy 2: Their First Assignment, stars, David Graf]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Graf
Context triple: [Police Academy 2: Their First Assignment, stars, David Graf]
  • A. Robert Graf
    Robert Graf is a film and television producer best known for his work on major projects such as the sports drama "Battle of the Sexes."
  • B. David Kaemmer
    David Kaemmer is a video game designer and programmer best known as the co-founder of Papyrus Design Group and iRacing, where he created influential racing simulation games.
  • C. Daniel Roher
    Daniel Roher is a Canadian documentary filmmaker best known for directing the Oscar-winning political documentary "Navalny."
  • D. David Wolfert
    David Wolfert is an American songwriter, guitarist, and producer known for his work on numerous pop and R&B recordings, including co-writing the ballad "I Believe in You and Me."
  • E. Daniel von Bargen
    Daniel von Bargen was an American character actor known for his authoritative and often villainous roles in film and television, including appearances in projects like "The General’s Daughter," "Seinfeld," and "Malcolm in the Middle."
  • 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: David Graf
Triple: [Police Academy 2: Their First Assignment, stars, David Graf]
Generated description
David Graf was an American character actor best known for his comedic role as the gun-obsessed Officer Eugene Tackleberry in the Police Academy film series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Graf
Target entity description: David Graf was an American character actor best known for his comedic role as the gun-obsessed Officer Eugene Tackleberry in the Police Academy film series.
  • A. Robert Graf
    Robert Graf is a film and television producer best known for his work on major projects such as the sports drama "Battle of the Sexes."
  • B. David Kaemmer
    David Kaemmer is a video game designer and programmer best known as the co-founder of Papyrus Design Group and iRacing, where he created influential racing simulation games.
  • C. Daniel Roher
    Daniel Roher is a Canadian documentary filmmaker best known for directing the Oscar-winning political documentary "Navalny."
  • D. David Wolfert
    David Wolfert is an American songwriter, guitarist, and producer known for his work on numerous pop and R&B recordings, including co-writing the ballad "I Believe in You and Me."
  • E. Daniel von Bargen
    Daniel von Bargen was an American character actor known for his authoritative and often villainous roles in film and television, including appearances in projects like "The General’s Daughter," "Seinfeld," and "Malcolm in the Middle."
  • 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_69d827966698819082e140837737501d completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de924a576c819098351efabdb779b1 completed April 14, 2026, 7:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd64a257488190818c65c1cc84c4b5 completed May 8, 2026, 4:20 a.m.
NEDg Description generation batch_69fd6609ed5c8190a5d2c5fe25ea1467 completed May 8, 2026, 4:26 a.m.
NED2 Entity disambiguation (via description) batch_69fd666f81d08190a0d658b5949e0201 completed May 8, 2026, 4:28 a.m.
Created at: April 10, 2026, 1:20 a.m.