Triple

T8746966
Position Surface form Disambiguated ID Type / Status
Subject Hawaii Department of Transportation E207854 entity
Predicate subdivision P747 FINISHED
Object 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.
 E755282 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: Highways Division | Statement: [Hawaii Department of Transportation, subdivision, Highways Division]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Highways Division
Context triple: [Hawaii Department of Transportation, subdivision, Highways Division]
  • A. 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.
  • B. Bureau of Highway Operations
    The Bureau of Highway Operations is a division of Connecticut’s state transportation agency responsible for managing, maintaining, and operating the state’s highway system.
  • C. Highway and Transportation division
    The Highway and Transportation division is the branch of the Missouri Department of Transportation responsible for planning, building, and maintaining the state’s highway and transportation infrastructure.
  • D. Office of Highway Safety
    The Office of Highway Safety is a division of the National Transportation Safety Board responsible for investigating road transportation accidents and developing recommendations to improve highway safety.
  • E. Federal Highway Administration
    The Federal Highway Administration is a U.S. government agency responsible for supporting the construction, maintenance, and safety of the nation’s highway and road systems.
  • 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: Highways Division
Triple: [Hawaii Department of Transportation, subdivision, Highways Division]
Generated description
Highways Division is the branch of Hawaii’s state transportation agency responsible for planning, building, and maintaining the islands’ highway and road infrastructure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Highways Division
Target entity description: Highways Division is the branch of Hawaii’s state transportation agency responsible for planning, building, and maintaining the islands’ highway and road infrastructure.
  • A. 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.
  • B. Bureau of Highway Operations
    The Bureau of Highway Operations is a division of Connecticut’s state transportation agency responsible for managing, maintaining, and operating the state’s highway system.
  • C. Highway and Transportation division
    The Highway and Transportation division is the branch of the Missouri Department of Transportation responsible for planning, building, and maintaining the state’s highway and transportation infrastructure.
  • D. Office of Highway Safety
    The Office of Highway Safety is a division of the National Transportation Safety Board responsible for investigating road transportation accidents and developing recommendations to improve highway safety.
  • E. Federal Highway Administration
    The Federal Highway Administration is a U.S. government agency responsible for supporting the construction, maintenance, and safety of the nation’s highway and road systems.
  • 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_69ca835bb2bc819084bb5906cb6ef7f8 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5d75e7c88190a9e78fadb979e1b6 completed March 31, 2026, 11:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf4313630881909b946cb8a2bdf793 completed April 3, 2026, 4:33 a.m.
NEDg Description generation batch_69cf4462da648190a621397fa88dd4bd completed April 3, 2026, 4:38 a.m.
NED2 Entity disambiguation (via description) batch_69cf454c4d248190a925b15c23af1a24 completed April 3, 2026, 4:42 a.m.
Created at: March 30, 2026, 6:39 p.m.