Triple

T15613750
Position Surface form Disambiguated ID Type / Status
Subject Commissioner of the California Highway Patrol E375360 entity
Predicate officeHeldBy P537 FINISHED
Object E. Raymond Cato
E. Raymond Cato was a law enforcement official who served as a leader of the California Highway Patrol.
E1166112 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: E. Raymond Cato | Statement: [Commissioner of the California Highway Patrol, officeHeldBy, E. Raymond Cato]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: E. Raymond Cato
Context triple: [Commissioner of the California Highway Patrol, officeHeldBy, E. Raymond Cato]
  • A. William Clinger
    William Clinger is a computer scientist best known for his influential work on the Scheme programming language and his role in standardizing it.
  • B. William Clinger
    William Clinger is an American politician and former Republican congressman from Pennsylvania known for his leadership on government reform and information technology legislation.
  • C. Philip Sanger
    Philip Sanger is a notable member of the Sanger family, recognized for his prominence within this historically significant lineage.
  • D. David Wheeler
    David Wheeler was a pioneering British computer scientist known for his fundamental contributions to early computer architecture and software, including work on subroutines and the EDSAC computer.
  • E. Daniel Ralls
    Daniel Ralls was an early 19th-century Missouri legislator and local political figure after whom Ralls County, Missouri, is named.
  • 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: E. Raymond Cato
Triple: [Commissioner of the California Highway Patrol, officeHeldBy, E. Raymond Cato]
Generated description
E. Raymond Cato was a law enforcement official who served as a leader of the California Highway Patrol.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: E. Raymond Cato
Target entity description: E. Raymond Cato was a law enforcement official who served as a leader of the California Highway Patrol.
  • A. William Clinger
    William Clinger is a computer scientist best known for his influential work on the Scheme programming language and his role in standardizing it.
  • B. William Clinger
    William Clinger is an American politician and former Republican congressman from Pennsylvania known for his leadership on government reform and information technology legislation.
  • C. Philip Sanger
    Philip Sanger is a notable member of the Sanger family, recognized for his prominence within this historically significant lineage.
  • D. David Wheeler
    David Wheeler was a pioneering British computer scientist known for his fundamental contributions to early computer architecture and software, including work on subroutines and the EDSAC computer.
  • E. Daniel Ralls
    Daniel Ralls was an early 19th-century Missouri legislator and local political figure after whom Ralls County, Missouri, is named.
  • 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_69d85ccf2794819096cda4cbcb02d478 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e83407c8190abbcd4b7fab0ff85 completed April 16, 2026, 2:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff56d91f208190a11f0d208970145b completed May 9, 2026, 3:46 p.m.
NEDg Description generation batch_69ff57f1b5488190a3200ec3707b0eee completed May 9, 2026, 3:51 p.m.
NED2 Entity disambiguation (via description) batch_69ff585cff9081908e7ce481cc653167 completed May 9, 2026, 3:53 p.m.
Created at: April 10, 2026, 4:13 a.m.