Triple

T3838467
Position Surface form Disambiguated ID Type / Status
Subject Vermont Agency of Transportation E93392 entity
Predicate hasDivision P35 FINISHED
Object Policy and Planning Division of the Vermont Agency of Transportation
The Policy and Planning Division of the Vermont Agency of Transportation is the unit responsible for developing transportation policies, long-range planning, and data-driven strategies to guide Vermont’s statewide transportation system.
E93392 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: Policy and Planning Division of the Vermont Agency of Transportation | Statement: [Vermont Agency of Transportation, hasDivision, Policy and Planning Division of the Vermont Agency of Transportation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Policy and Planning Division of the Vermont Agency of Transportation
Context triple: [Vermont Agency of Transportation, hasDivision, Policy and Planning Division of the Vermont Agency of Transportation]
  • A. Vermont Agency of Transportation
    The Vermont Agency of Transportation is the state government department responsible for planning, building, and maintaining Vermont’s transportation infrastructure, including highways, bridges, public transit, rail, and aviation facilities.
  • B. Planning, Programming and Modal Division of the Iowa Department of Transportation
    The Planning, Programming and Modal Division of the Iowa Department of Transportation is the branch responsible for statewide transportation planning, project programming, and coordination of various transportation modes across Iowa.
  • C. Department of Transport Planning
    The Department of Transport Planning is an academic unit at the School of Planning and Architecture, Delhi, focused on education and research in transportation systems, planning, and policy.
  • D. New Hampshire Department of Transportation
    The New Hampshire Department of Transportation is the state agency responsible for planning, building, and maintaining New Hampshire’s transportation infrastructure, including highways, bridges, and related facilities.
  • E. Department of Transport and Planning (Victoria)
    The Department of Transport and Planning (Victoria) is the Victorian state government agency responsible for overseeing transport networks, infrastructure, and land-use planning across the state of Victoria, Australia.
  • 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: Policy and Planning Division of the Vermont Agency of Transportation
Triple: [Vermont Agency of Transportation, hasDivision, Policy and Planning Division of the Vermont Agency of Transportation]
Generated description
The Policy and Planning Division of the Vermont Agency of Transportation is the unit responsible for developing transportation policies, long-range planning, and data-driven strategies to guide Vermont’s statewide transportation system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Policy and Planning Division of the Vermont Agency of Transportation
Target entity description: The Policy and Planning Division of the Vermont Agency of Transportation is the unit responsible for developing transportation policies, long-range planning, and data-driven strategies to guide Vermont’s statewide transportation system.
  • A. Vermont Agency of Transportation chosen
    The Vermont Agency of Transportation is the state government department responsible for planning, building, and maintaining Vermont’s transportation infrastructure, including highways, bridges, public transit, rail, and aviation facilities.
  • B. Planning, Programming and Modal Division of the Iowa Department of Transportation
    The Planning, Programming and Modal Division of the Iowa Department of Transportation is the branch responsible for statewide transportation planning, project programming, and coordination of various transportation modes across Iowa.
  • C. Department of Transport Planning
    The Department of Transport Planning is an academic unit at the School of Planning and Architecture, Delhi, focused on education and research in transportation systems, planning, and policy.
  • D. New Hampshire Department of Transportation
    The New Hampshire Department of Transportation is the state agency responsible for planning, building, and maintaining New Hampshire’s transportation infrastructure, including highways, bridges, and related facilities.
  • E. Department of Transport and Planning (Victoria)
    The Department of Transport and Planning (Victoria) is the Victorian state government agency responsible for overseeing transport networks, infrastructure, and land-use planning across the state of Victoria, Australia.
  • 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_69aed96ce578819084ab16e3439976c9 completed March 9, 2026, 2:30 p.m.
NER Named-entity recognition batch_69aeeb9d11f081909fc51e84657ec7f1 completed March 9, 2026, 3:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5040835dc81909ecf5053128f1cc7 completed March 14, 2026, 6:45 a.m.
NEDg Description generation batch_69b507cfee048190a41ad30f4ceaf6c8 completed March 14, 2026, 7:01 a.m.
NED2 Entity disambiguation (via description) batch_69b50857e9ec8190bb03f13c4573b779 completed March 14, 2026, 7:03 a.m.
Created at: March 9, 2026, 3:18 p.m.