Triple

T7357178
Position Surface form Disambiguated ID Type / Status
Subject The Guardian (2006 film) E169654 entity
Predicate writer P1360 FINISHED
Object Ron L. Brinkerhoff
Ron L. Brinkerhoff is an American screenwriter best known for writing the action-drama film "The Guardian" (2006).
E691381 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: Ron L. Brinkerhoff | Statement: [The Guardian (2006 film), writer, Ron L. Brinkerhoff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ron L. Brinkerhoff
Context triple: [The Guardian (2006 film), writer, Ron L. Brinkerhoff]
  • A. Robert G. Bratcher
    Robert G. Bratcher was an American Bible scholar and translator best known as the principal translator of the Good News Bible (Today’s English Version).
  • B. Ronald J. Grabe
    Ronald J. Grabe is a former NASA astronaut and U.S. Air Force colonel who piloted and commanded multiple Space Shuttle missions.
  • C. J.W. Kieckhefer
    J.W. Kieckhefer was a prominent benefactor whose philanthropy in science and research is commemorated through an endowed distinguished research professorship at the Salk Institute.
  • D. R. Bruce Lindsay
    R. Bruce Lindsay was an American physicist and acoustician known for his influential work in physical acoustics and contributions to the history and philosophy of science.
  • E. Donald W. Loveland
    Donald W. Loveland is a logician and computer scientist known for his influential contributions to automated theorem proving and logic in computer science.
  • 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: Ron L. Brinkerhoff
Triple: [The Guardian (2006 film), writer, Ron L. Brinkerhoff]
Generated description
Ron L. Brinkerhoff is an American screenwriter best known for writing the action-drama film "The Guardian" (2006).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ron L. Brinkerhoff
Target entity description: Ron L. Brinkerhoff is an American screenwriter best known for writing the action-drama film "The Guardian" (2006).
  • A. Robert G. Bratcher
    Robert G. Bratcher was an American Bible scholar and translator best known as the principal translator of the Good News Bible (Today’s English Version).
  • B. Ronald J. Grabe
    Ronald J. Grabe is a former NASA astronaut and U.S. Air Force colonel who piloted and commanded multiple Space Shuttle missions.
  • C. J.W. Kieckhefer
    J.W. Kieckhefer was a prominent benefactor whose philanthropy in science and research is commemorated through an endowed distinguished research professorship at the Salk Institute.
  • D. R. Bruce Lindsay
    R. Bruce Lindsay was an American physicist and acoustician known for his influential work in physical acoustics and contributions to the history and philosophy of science.
  • E. Donald W. Loveland
    Donald W. Loveland is a logician and computer scientist known for his influential contributions to automated theorem proving and logic in computer science.
  • 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_69c68a59f2288190877ca15c19b1e822 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f13a62e48190a2d1781a630aa9f0 completed March 27, 2026, 9:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69c97ca3d5e0819097e904184202b75f completed March 29, 2026, 7:25 p.m.
NEDg Description generation batch_69c9811249bc8190ace23dd28bb8e38a completed March 29, 2026, 7:44 p.m.
NED2 Entity disambiguation (via description) batch_69c98196bdd0819097d886d961924f51 completed March 29, 2026, 7:46 p.m.
Created at: March 27, 2026, 3:06 p.m.