Triple

T11428350
Position Surface form Disambiguated ID Type / Status
Subject Wisconsin Department of Transportation E270811 entity
Predicate oversees P46 FINISHED
Object Division of Transportation Investment Management (Wisconsin Department of Transportation)
The Division of Transportation Investment Management is a unit within the Wisconsin Department of Transportation responsible for planning, funding, and managing the state’s transportation investments and infrastructure programs.
E270811 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 Transportation Investment Management (Wisconsin Department of Transportation) | Statement: [Wisconsin Department of Transportation, oversees, Division of Transportation Investment Management (Wisconsin Department of Transportation)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Division of Transportation Investment Management (Wisconsin Department of Transportation)
Context triple: [Wisconsin Department of Transportation, oversees, Division of Transportation Investment Management (Wisconsin Department of Transportation)]
  • A. Wisconsin Department of Transportation
    The Wisconsin Department of Transportation is the state agency responsible for planning, building, and maintaining Wisconsin’s transportation infrastructure, including highways, public transit, rail, and related facilities.
  • B. Wisconsin Department of Administration
    The Wisconsin Department of Administration is a state agency that provides centralized administrative, financial, and operational support services to other Wisconsin state government agencies and offices.
  • C. Division of Planning (ODOT)
    The Division of Planning (ODOT) is the branch of the Ohio Department of Transportation responsible for long-range transportation planning, data analysis, and project prioritization to guide the state’s transportation investments.
  • D. Division of Information Technology (ODOT)
    The Division of Information Technology (ODOT) is the unit within the Ohio Department of Transportation responsible for managing and supporting the agency’s information systems, technology infrastructure, and digital services.
  • E. 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.
  • 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 Transportation Investment Management (Wisconsin Department of Transportation)
Triple: [Wisconsin Department of Transportation, oversees, Division of Transportation Investment Management (Wisconsin Department of Transportation)]
Generated description
The Division of Transportation Investment Management is a unit within the Wisconsin Department of Transportation responsible for planning, funding, and managing the state’s transportation investments and infrastructure programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Division of Transportation Investment Management (Wisconsin Department of Transportation)
Target entity description: The Division of Transportation Investment Management is a unit within the Wisconsin Department of Transportation responsible for planning, funding, and managing the state’s transportation investments and infrastructure programs.
  • A. Wisconsin Department of Transportation chosen
    The Wisconsin Department of Transportation is the state agency responsible for planning, building, and maintaining Wisconsin’s transportation infrastructure, including highways, public transit, rail, and related facilities.
  • B. Wisconsin Department of Administration
    The Wisconsin Department of Administration is a state agency that provides centralized administrative, financial, and operational support services to other Wisconsin state government agencies and offices.
  • C. Division of Planning (ODOT)
    The Division of Planning (ODOT) is the branch of the Ohio Department of Transportation responsible for long-range transportation planning, data analysis, and project prioritization to guide the state’s transportation investments.
  • D. Division of Information Technology (ODOT)
    The Division of Information Technology (ODOT) is the unit within the Ohio Department of Transportation responsible for managing and supporting the agency’s information systems, technology infrastructure, and digital services.
  • E. 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.
  • 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_69d6aadeef688190874bcecd88b3dd9b completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d806c000b88190bfaa646b2dc424b7 completed April 9, 2026, 8:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5b8d923688190bb4d61d57768e10e completed April 20, 2026, 5:25 a.m.
NEDg Description generation batch_69e5c28e2dd481909b45a43b5825f393 completed April 20, 2026, 6:07 a.m.
NED2 Entity disambiguation (via description) batch_69e5c4722c348190a4c49edb1f6df240 completed April 20, 2026, 6:15 a.m.
Created at: April 8, 2026, 9:35 p.m.