Triple

T15613752
Position Surface form Disambiguated ID Type / Status
Subject Commissioner of the California Highway Patrol E375360 entity
Predicate officeHeldBy P537 FINISHED
Object Charles D. “Spike” Helmick
Charles D. “Spike” Helmick is a former law enforcement leader best known for heading the California Highway Patrol and overseeing traffic safety and policing across the state.
 E1167487 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: Charles D. “Spike” Helmick | Statement: [Commissioner of the California Highway Patrol, officeHeldBy, Charles D. “Spike” Helmick]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Charles D. “Spike” Helmick
Context triple: [Commissioner of the California Highway Patrol, officeHeldBy, Charles D. “Spike” Helmick]
  • A. Dwight Helmick
    Dwight Helmick was a law enforcement official who served as a leader of the California Highway Patrol.
  • B. Ric Binkley
    Ric Binkley was an American illustrator best known for his science fiction and fantasy cover art in the mid-20th century.
  • C. John Daigle
    John Daigle is a film editor known for his work on the 2019 animated feature "The Addams Family."
  • D. David Womark
    David Womark is a film producer best known for his work on major Hollywood features, including the disaster drama "Deepwater Horizon."
  • E. Jerry Scoggins
    Jerry Scoggins was an American country and western singer best known for performing the theme song to the classic television sitcom "The Beverly Hillbillies."
  • 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: Charles D. “Spike” Helmick
Triple: [Commissioner of the California Highway Patrol, officeHeldBy, Charles D. “Spike” Helmick]
Generated description
Charles D. “Spike” Helmick is a former law enforcement leader best known for heading the California Highway Patrol and overseeing traffic safety and policing across the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Charles D. “Spike” Helmick
Target entity description: Charles D. “Spike” Helmick is a former law enforcement leader best known for heading the California Highway Patrol and overseeing traffic safety and policing across the state.
  • A. Dwight Helmick
    Dwight Helmick was a law enforcement official who served as a leader of the California Highway Patrol.
  • B. Ric Binkley
    Ric Binkley was an American illustrator best known for his science fiction and fantasy cover art in the mid-20th century.
  • C. John Daigle
    John Daigle is a film editor known for his work on the 2019 animated feature "The Addams Family."
  • D. David Womark
    David Womark is a film producer best known for his work on major Hollywood features, including the disaster drama "Deepwater Horizon."
  • E. Jerry Scoggins
    Jerry Scoggins was an American country and western singer best known for performing the theme song to the classic television sitcom "The Beverly Hillbillies."
  • 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_69ff5f3913908190acdd7da62b4f521d completed May 9, 2026, 4:22 p.m.
NEDg Description generation batch_69ff5ffaefb4819094468ff0008740f8 completed May 9, 2026, 4:25 p.m.
NED2 Entity disambiguation (via description) batch_69ff6062f0ac819081270f270ce2f057 completed May 9, 2026, 4:27 p.m.
Created at: April 10, 2026, 4:13 a.m.