Triple

T5532763
Position Surface form Disambiguated ID Type / Status
Subject Gran Torino E145087 entity
Predicate screenwriter P2831 FINISHED
Object Dave Johannson
Dave Johannson is a screenwriter best known for co-writing the Clint Eastwood film "Gran Torino."
 E535845 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: Dave Johannson | Statement: [Gran Torino, screenwriter, Dave Johannson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dave Johannson
Context triple: [Gran Torino, screenwriter, Dave Johannson]
  • A. Lars Johanson
    Lars Johanson is a Swedish linguist renowned for his influential work on Turkic languages and language contact, and for his critical stance toward the proposed Altaic language family.
  • B. Jim Johannsen
    Jim Johannsen is a character in the 1952 science fiction film "The Star," which dramatizes the human and emotional impact of an impending cosmic disaster.
  • C. Mark Gustafson
    Mark Gustafson is an American stop-motion animation director and animator best known for co-directing Guillermo del Toro's acclaimed film "Pinocchio."
  • D. Jeff Jagodzinski
    Jeff Jagodzinski is an American football coach best known for his tenure as head coach at Boston College and his extensive experience as an offensive coach in both college football and the NFL.
  • E. Dennis Weilmann
    Dennis Weilmann is a German politician who serves as the mayor of the city of Wolfsburg.
  • 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: Dave Johannson
Triple: [Gran Torino, screenwriter, Dave Johannson]
Generated description
Dave Johannson is a screenwriter best known for co-writing the Clint Eastwood film "Gran Torino."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dave Johannson
Target entity description: Dave Johannson is a screenwriter best known for co-writing the Clint Eastwood film "Gran Torino."
  • A. Lars Johanson
    Lars Johanson is a Swedish linguist renowned for his influential work on Turkic languages and language contact, and for his critical stance toward the proposed Altaic language family.
  • B. Jim Johannsen
    Jim Johannsen is a character in the 1952 science fiction film "The Star," which dramatizes the human and emotional impact of an impending cosmic disaster.
  • C. Mark Gustafson
    Mark Gustafson is an American stop-motion animation director and animator best known for co-directing Guillermo del Toro's acclaimed film "Pinocchio."
  • D. Jeff Jagodzinski
    Jeff Jagodzinski is an American football coach best known for his tenure as head coach at Boston College and his extensive experience as an offensive coach in both college football and the NFL.
  • E. Dennis Weilmann
    Dennis Weilmann is a German politician who serves as the mayor of the city of Wolfsburg.
  • 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_69c008f9955881909bfa8348b56b4739 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01f9ea2c88190a68642f5799bd8ff completed March 22, 2026, 4:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04ce1bce4819095559af19cf072f8 completed March 22, 2026, 8:11 p.m.
NEDg Description generation batch_69c04e8422dc8190879ee52bd6850565 completed March 22, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_69c04f3963888190b1c85b3bb9ff5d44 completed March 22, 2026, 8:21 p.m.
Created at: March 22, 2026, 3:34 p.m.