Triple

T10669212
Position Surface form Disambiguated ID Type / Status
Subject North Carolina Department of Transportation E251439 entity
Predicate hasDivision P35 FINISHED
Object Highways Division of the North Carolina Department of Transportation
The Highways Division of the North Carolina Department of Transportation is the branch responsible for planning, building, and maintaining the state’s highway and road infrastructure.
E878340 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 of the North Carolina Department of Transportation | Statement: [North Carolina Department of Transportation, hasDivision, Highways Division of the North Carolina Department of Transportation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Highways Division of the North Carolina Department of Transportation
Context triple: [North Carolina Department of Transportation, hasDivision, Highways Division of the North Carolina Department of Transportation]
  • A. 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.
  • B. 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.
  • 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. Interstate Highways in North Carolina
    Interstate Highways in North Carolina are a network of federally funded, high-speed roadways that connect major cities, regions, and neighboring states across North Carolina.
  • E. U.S. Highways in North Carolina
    U.S. Highways in North Carolina are a network of federally designated routes that connect cities, towns, and regions across the state, linking North Carolina to the broader national highway system.
  • 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 of the North Carolina Department of Transportation
Triple: [North Carolina Department of Transportation, hasDivision, Highways Division of the North Carolina Department of Transportation]
Generated description
The Highways Division of the North Carolina Department of Transportation is the branch responsible for planning, building, and maintaining the state’s highway and road infrastructure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Highways Division of the North Carolina Department of Transportation
Target entity description: The Highways Division of the North Carolina Department of Transportation is the branch responsible for planning, building, and maintaining the state’s highway and road infrastructure.
  • A. 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.
  • B. 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.
  • 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. Interstate Highways in North Carolina
    Interstate Highways in North Carolina are a network of federally funded, high-speed roadways that connect major cities, regions, and neighboring states across North Carolina.
  • E. U.S. Highways in North Carolina
    U.S. Highways in North Carolina are a network of federally designated routes that connect cities, towns, and regions across the state, linking North Carolina to the broader national highway system.
  • 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_69d6aa5b0d2881909584b20efc5877f0 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6f861513881909b44c711371086b7 completed April 9, 2026, 12:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69d9885dc17881909df20abedd9da5e3 completed April 10, 2026, 11:31 p.m.
NEDg Description generation batch_69d98a945ecc8190b5aae7511a537650 completed April 10, 2026, 11:41 p.m.
NED2 Entity disambiguation (via description) batch_69d98b187c808190b785a46bb88d48fc completed April 10, 2026, 11:43 p.m.
Created at: April 8, 2026, 9:09 p.m.