Triple

T10892979
Position Surface form Disambiguated ID Type / Status
Subject Colorado Department of Transportation E257228 entity
Predicate hasDivision P35 FINISHED
Object Division of Highway Maintenance (CDOT)
The Division of Highway Maintenance (CDOT) is the branch of the Colorado Department of Transportation responsible for maintaining and preserving the state’s highway infrastructure, including roadways, bridges, and related facilities.
 E257228 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: Division of Highway Maintenance (CDOT) | Statement: [Colorado Department of Transportation, hasDivision, Division of Highway Maintenance (CDOT)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Division of Highway Maintenance (CDOT)
Context triple: [Colorado Department of Transportation, hasDivision, Division of Highway Maintenance (CDOT)]
  • A. Colorado Department of Transportation
    The Colorado Department of Transportation is the state government agency responsible for planning, building, and maintaining Colorado’s highway and transportation infrastructure.
  • B. Division of Operations (ODOT)
    The Division of Operations (ODOT) is the branch of the Ohio Department of Transportation responsible for managing and maintaining the state’s transportation infrastructure and day-to-day roadway operations.
  • C. WYDOT
    WYDOT is the state agency responsible for planning, building, and maintaining Wyoming’s transportation infrastructure, including highways and related services.
  • D. CDOT
    CDOT is the municipal agency responsible for planning, building, and maintaining Chicago’s transportation infrastructure, including streets, sidewalks, and traffic systems.
  • E. CDOT
    CDOT is the Connecticut Department of Transportation, the state agency responsible for overseeing and operating Connecticut’s transportation infrastructure and services, including rail operations.
  • 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: Division of Highway Maintenance (CDOT)
Triple: [Colorado Department of Transportation, hasDivision, Division of Highway Maintenance (CDOT)]
Generated description
The Division of Highway Maintenance (CDOT) is the branch of the Colorado Department of Transportation responsible for maintaining and preserving the state’s highway infrastructure, including roadways, bridges, and related facilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Division of Highway Maintenance (CDOT)
Target entity description: The Division of Highway Maintenance (CDOT) is the branch of the Colorado Department of Transportation responsible for maintaining and preserving the state’s highway infrastructure, including roadways, bridges, and related facilities.
  • A. Colorado Department of Transportation chosen
    The Colorado Department of Transportation is the state government agency responsible for planning, building, and maintaining Colorado’s highway and transportation infrastructure.
  • B. Division of Operations (ODOT)
    The Division of Operations (ODOT) is the branch of the Ohio Department of Transportation responsible for managing and maintaining the state’s transportation infrastructure and day-to-day roadway operations.
  • C. WYDOT
    WYDOT is the state agency responsible for planning, building, and maintaining Wyoming’s transportation infrastructure, including highways and related services.
  • D. CDOT
    CDOT is the municipal agency responsible for planning, building, and maintaining Chicago’s transportation infrastructure, including streets, sidewalks, and traffic systems.
  • E. CDOT
    CDOT is the Connecticut Department of Transportation, the state agency responsible for overseeing and operating Connecticut’s transportation infrastructure and services, including rail operations.
  • F. None of above.

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_69d6aa8550c8819095508a2ed9acf3db completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d75d0089e48190be7a971c2d4f42c2 completed April 9, 2026, 8:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69e216b417bc8190b35477e9d363a289 completed April 17, 2026, 11:17 a.m.
NEDg Description generation batch_69e21d860d288190855ffbe60df50df9 completed April 17, 2026, 11:46 a.m.
NED2 Entity disambiguation (via description) batch_69e21f09be508190a7c497a7680cb59e completed April 17, 2026, 11:52 a.m.
Created at: April 8, 2026, 9:21 p.m.