Triple

T10610404
Position Surface form Disambiguated ID Type / Status
Subject Town of Apex government E275989 entity
Predicate hasDivision P35 FINISHED
Object Public Works and Transportation Department of Apex
The Public Works and Transportation Department of Apex is a municipal agency responsible for maintaining the town’s infrastructure and managing local transportation services and systems.
E874327 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: Public Works and Transportation Department of Apex | Statement: [Town of Apex government, hasDivision, Public Works and Transportation Department of Apex]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Works and Transportation Department of Apex
Context triple: [Town of Apex government, hasDivision, Public Works and Transportation Department of Apex]
  • A. Central Public Works Department
    The Central Public Works Department is a premier Indian government agency responsible for the planning, construction, and maintenance of public infrastructure and buildings across the country.
  • B. Alexandria Department of Transportation and Environmental Services
    The Alexandria Department of Transportation and Environmental Services is a municipal agency responsible for managing the city’s transportation infrastructure, traffic operations, and environmental programs in Alexandria, Virginia.
  • C. Directorate of Public Works
    The Directorate of Public Works is the U.S. Army Garrison West Point office responsible for planning, maintaining, and managing the installation’s infrastructure, facilities, and environmental services.
  • D. Department of Public Works
    The Department of Public Works is a local government agency responsible for planning, building, and maintaining public infrastructure and services such as roads, facilities, and environmental management within Prince William County.
  • E. Urban Transportation Development Corporation
    Urban Transportation Development Corporation was a Canadian government-owned company that specialized in designing and manufacturing advanced urban transit systems, including automated light rail vehicles.
  • 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: Public Works and Transportation Department of Apex
Triple: [Town of Apex government, hasDivision, Public Works and Transportation Department of Apex]
Generated description
The Public Works and Transportation Department of Apex is a municipal agency responsible for maintaining the town’s infrastructure and managing local transportation services and systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Works and Transportation Department of Apex
Target entity description: The Public Works and Transportation Department of Apex is a municipal agency responsible for maintaining the town’s infrastructure and managing local transportation services and systems.
  • A. Central Public Works Department
    The Central Public Works Department is a premier Indian government agency responsible for the planning, construction, and maintenance of public infrastructure and buildings across the country.
  • B. Alexandria Department of Transportation and Environmental Services
    The Alexandria Department of Transportation and Environmental Services is a municipal agency responsible for managing the city’s transportation infrastructure, traffic operations, and environmental programs in Alexandria, Virginia.
  • C. Directorate of Public Works
    The Directorate of Public Works is the U.S. Army Garrison West Point office responsible for planning, maintaining, and managing the installation’s infrastructure, facilities, and environmental services.
  • D. Department of Public Works
    The Department of Public Works is a local government agency responsible for planning, building, and maintaining public infrastructure and services such as roads, facilities, and environmental management within Prince William County.
  • E. Urban Transportation Development Corporation
    Urban Transportation Development Corporation was a Canadian government-owned company that specialized in designing and manufacturing advanced urban transit systems, including automated light rail vehicles.
  • 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_69d6aaf948d88190806cc3a8c47a3fb2 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d6df59468881909b0c67d3f08c4b76 completed April 8, 2026, 11:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69d95ebe539881908aeff1cd65cf925f completed April 10, 2026, 8:34 p.m.
NEDg Description generation batch_69d95f81955c8190b629d57a034a4b76 completed April 10, 2026, 8:37 p.m.
NED2 Entity disambiguation (via description) batch_69d961047a78819088094e02c0b99f60 completed April 10, 2026, 8:43 p.m.
Created at: April 8, 2026, 7:32 p.m.