Triple

T13428411
Position Surface form Disambiguated ID Type / Status
Subject Royal Thai Police E313542 entity
Predicate hasUnit P35 FINISHED
Object Highway Police Division
The Highway Police Division is a specialized unit of the Royal Thai Police responsible for law enforcement, traffic safety, and crime prevention on Thailand’s highways and major roadways.
E1038439 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: Highway Police Division | Statement: [Royal Thai Police, hasUnit, Highway Police Division]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Highway Police Division
Context triple: [Royal Thai Police, hasUnit, Highway Police Division]
  • A. Department of Federal Highway Police
    The Department of Federal Highway Police is Brazil’s national law enforcement body responsible for patrolling and ensuring safety on federal highways.
  • B. Highway Patrol Group
    The Highway Patrol Group is a specialized unit of the Philippine National Police responsible for enforcing traffic laws, ensuring road safety, and providing highway security across the country.
  • C. Highways Division
    Highways Division is a specialized unit within India’s Ministry of Road Transport and Highways responsible for planning, developing, and maintaining the national highway network.
  • D. Highways Division
    Highways Division is the branch of Hawaii’s state transportation agency responsible for planning, building, and maintaining the islands’ highway and road infrastructure.
  • E. National Traffic Unit
    The National Traffic Unit is a specialized division of Portugal’s National Republican Guard responsible for enforcing traffic laws and promoting road safety on the nation’s roadways.
  • 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: Highway Police Division
Triple: [Royal Thai Police, hasUnit, Highway Police Division]
Generated description
The Highway Police Division is a specialized unit of the Royal Thai Police responsible for law enforcement, traffic safety, and crime prevention on Thailand’s highways and major roadways.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Highway Police Division
Target entity description: The Highway Police Division is a specialized unit of the Royal Thai Police responsible for law enforcement, traffic safety, and crime prevention on Thailand’s highways and major roadways.
  • A. Department of Federal Highway Police
    The Department of Federal Highway Police is Brazil’s national law enforcement body responsible for patrolling and ensuring safety on federal highways.
  • B. Highway Patrol Group
    The Highway Patrol Group is a specialized unit of the Philippine National Police responsible for enforcing traffic laws, ensuring road safety, and providing highway security across the country.
  • C. Highways Division
    Highways Division is a specialized unit within India’s Ministry of Road Transport and Highways responsible for planning, developing, and maintaining the national highway network.
  • D. Highways Division
    Highways Division is the branch of Hawaii’s state transportation agency responsible for planning, building, and maintaining the islands’ highway and road infrastructure.
  • E. National Traffic Unit
    The National Traffic Unit is a specialized division of Portugal’s National Republican Guard responsible for enforcing traffic laws and promoting road safety on the nation’s roadways.
  • 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_69d806ad0c44819088833ae1ec9e9690 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaed1f9208190bf5ef5b8a7ded376 completed April 12, 2026, 2:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69f730883cb48190add9469c48dc3e89 completed May 3, 2026, 11:24 a.m.
NEDg Description generation batch_69f7311f14988190989e319741ef0ccf completed May 3, 2026, 11:27 a.m.
NED2 Entity disambiguation (via description) batch_69f731e24d508190a896875210be3189 completed May 3, 2026, 11:30 a.m.
Created at: April 9, 2026, 9:40 p.m.