Triple

T3634492
Position Surface form Disambiguated ID Type / Status
Subject California Highway Patrol E77033 entity
Predicate hasSpecialUnit P1198 FINISHED
Object Commercial Vehicle Section
The Commercial Vehicle Section is a specialized unit of the California Highway Patrol responsible for regulating, inspecting, and enforcing safety standards for commercial motor vehicles and carriers throughout the state.
 E375365 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: Commercial Vehicle Section | Statement: [California Highway Patrol, hasSpecialUnit, Commercial Vehicle Section]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Commercial Vehicle Section
Context triple: [California Highway Patrol, hasSpecialUnit, Commercial Vehicle Section]
  • A. Trucks
    "Trucks" is a horror short story by Stephen King in which driverless, malevolent trucks besiege a group of people trapped at a remote truck stop.
  • B. International Trucks
    International Trucks is a major American manufacturer of commercial trucks and diesel engines, known for producing a wide range of medium- and heavy-duty vehicles for freight, construction, and vocational use.
  • C. Chevrolet commercial vehicles
    Chevrolet commercial vehicles are a range of trucks and vans produced under the Chevrolet brand for commercial and fleet use.
  • D. Commercial Vehicle Enforcement Section
    The Commercial Vehicle Enforcement Section is a specialized unit of the Massachusetts State Police responsible for regulating and enforcing laws related to commercial motor vehicles and trucking safety.
  • E. Truk
    Truk, now known as Chuuk, is a Micronesian island group in the central Pacific Ocean renowned for its sheltered lagoon and numerous World War II shipwrecks popular with divers.
  • 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: Commercial Vehicle Section
Triple: [California Highway Patrol, hasSpecialUnit, Commercial Vehicle Section]
Generated description
The Commercial Vehicle Section is a specialized unit of the California Highway Patrol responsible for regulating, inspecting, and enforcing safety standards for commercial motor vehicles and carriers throughout the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Commercial Vehicle Section
Target entity description: The Commercial Vehicle Section is a specialized unit of the California Highway Patrol responsible for regulating, inspecting, and enforcing safety standards for commercial motor vehicles and carriers throughout the state.
  • A. Trucks
    "Trucks" is a horror short story by Stephen King in which driverless, malevolent trucks besiege a group of people trapped at a remote truck stop.
  • B. International Trucks
    International Trucks is a major American manufacturer of commercial trucks and diesel engines, known for producing a wide range of medium- and heavy-duty vehicles for freight, construction, and vocational use.
  • C. Chevrolet commercial vehicles
    Chevrolet commercial vehicles are a range of trucks and vans produced under the Chevrolet brand for commercial and fleet use.
  • D. Commercial Vehicle Enforcement Section
    The Commercial Vehicle Enforcement Section is a specialized unit of the Massachusetts State Police responsible for regulating and enforcing laws related to commercial motor vehicles and trucking safety.
  • E. Truk
    Truk, now known as Chuuk, is a Micronesian island group in the central Pacific Ocean renowned for its sheltered lagoon and numerous World War II shipwrecks popular with divers.
  • 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_69ad85dd0be48190b738990cb20c4731 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc30594588190856694d4222c90d8 completed March 8, 2026, 6:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69b44f1ec2bc8190ae88a2010f84e998 completed March 13, 2026, 5:53 p.m.
NEDg Description generation batch_69b453862a60819094d3052cef717693 completed March 13, 2026, 6:12 p.m.
NED2 Entity disambiguation (via description) batch_69b45ca7a84481908e10cee8346f1de6 completed March 13, 2026, 6:51 p.m.
Created at: March 8, 2026, 3:24 p.m.