Triple

T6911045
Position Surface form Disambiguated ID Type / Status
Subject West Virginia Department of Commerce E159930 entity
Predicate oversees P46 FINISHED
Object WorkForce West Virginia
WorkForce West Virginia is the state’s workforce development and employment agency that provides job services, unemployment benefits, and training programs to workers and employers.
E627741 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: WorkForce West Virginia | Statement: [West Virginia Department of Commerce, oversees, WorkForce West Virginia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: WorkForce West Virginia
Context triple: [West Virginia Department of Commerce, oversees, WorkForce West Virginia]
  • A. Enterprise, West Virginia
    Enterprise, West Virginia is a small unincorporated community located in Harrison County in north-central West Virginia.
  • B. West Virginia Department of Commerce
    The West Virginia Department of Commerce is a state government agency responsible for promoting economic development, tourism, natural resource management, and workforce advancement across West Virginia.
  • C. Government of West Virginia
    The Government of West Virginia is the state’s governing body, comprising executive, legislative, and judicial branches that administer public policy and services within West Virginia.
  • D. Comfort, West Virginia
    Comfort, West Virginia is a small unincorporated community located in Boone County in the southern part of the state.
  • E. Rock, West Virginia
    Rock, West Virginia is a small unincorporated community in Mercer County known for its rural Appalachian setting in the southern part of the state.
  • 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: WorkForce West Virginia
Triple: [West Virginia Department of Commerce, oversees, WorkForce West Virginia]
Generated description
WorkForce West Virginia is the state’s workforce development and employment agency that provides job services, unemployment benefits, and training programs to workers and employers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: WorkForce West Virginia
Target entity description: WorkForce West Virginia is the state’s workforce development and employment agency that provides job services, unemployment benefits, and training programs to workers and employers.
  • A. Enterprise, West Virginia
    Enterprise, West Virginia is a small unincorporated community located in Harrison County in north-central West Virginia.
  • B. West Virginia Department of Commerce
    The West Virginia Department of Commerce is a state government agency responsible for promoting economic development, tourism, natural resource management, and workforce advancement across West Virginia.
  • C. Government of West Virginia
    The Government of West Virginia is the state’s governing body, comprising executive, legislative, and judicial branches that administer public policy and services within West Virginia.
  • D. Comfort, West Virginia
    Comfort, West Virginia is a small unincorporated community located in Boone County in the southern part of the state.
  • E. Rock, West Virginia
    Rock, West Virginia is a small unincorporated community in Mercer County known for its rural Appalachian setting in the southern part of the state.
  • 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_69c68839ccb88190b4aa5cc1aca3448f completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6d9c135b48190b332aedf1d52bdb7 completed March 27, 2026, 7:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7490c95548190a493d3fd23d1d7a5 completed March 28, 2026, 3:20 a.m.
NEDg Description generation batch_69c749d4b088819095f991f976592d04 completed March 28, 2026, 3:24 a.m.
NED2 Entity disambiguation (via description) batch_69c74aab12988190bd23cfcc06c55cde completed March 28, 2026, 3:27 a.m.
Created at: March 27, 2026, 2:25 p.m.