Triple

T7704682
Position Surface form Disambiguated ID Type / Status
Subject Commissioner of Agriculture of North Carolina E174583 entity
Predicate heads P652 FINISHED
Object North Carolina Department of Agriculture and Consumer Services
The North Carolina Department of Agriculture and Consumer Services is the state agency responsible for promoting agriculture, ensuring food safety, and protecting consumer interests in North Carolina.
E683036 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: North Carolina Department of Agriculture and Consumer Services | Statement: [Commissioner of Agriculture of North Carolina, heads, North Carolina Department of Agriculture and Consumer Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: North Carolina Department of Agriculture and Consumer Services
Context triple: [Commissioner of Agriculture of North Carolina, heads, North Carolina Department of Agriculture and Consumer Services]
  • A. North Carolina Department of Commerce
    The North Carolina Department of Commerce is the state’s lead economic development agency, responsible for promoting business growth, job creation, and economic opportunity across North Carolina.
  • B. North Carolina Department of Health and Human Services
    The North Carolina Department of Health and Human Services is the state agency responsible for overseeing public health, social services, and human services programs across North Carolina.
  • C. North Carolina Department of Environmental Quality
    The North Carolina Department of Environmental Quality is the state agency responsible for protecting and improving North Carolina’s air, water, and natural resources through regulation, permitting, and environmental stewardship programs.
  • D. North Carolina Department of Revenue
    The North Carolina Department of Revenue is the state agency responsible for administering and enforcing North Carolina’s tax laws and collecting state taxes.
  • E. North Carolina Department of Public Safety
    The North Carolina Department of Public Safety is the statewide agency responsible for law enforcement coordination, emergency management, corrections, and overall public safety services in North Carolina.
  • 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: North Carolina Department of Agriculture and Consumer Services
Triple: [Commissioner of Agriculture of North Carolina, heads, North Carolina Department of Agriculture and Consumer Services]
Generated description
The North Carolina Department of Agriculture and Consumer Services is the state agency responsible for promoting agriculture, ensuring food safety, and protecting consumer interests in North Carolina.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: North Carolina Department of Agriculture and Consumer Services
Target entity description: The North Carolina Department of Agriculture and Consumer Services is the state agency responsible for promoting agriculture, ensuring food safety, and protecting consumer interests in North Carolina.
  • A. North Carolina Department of Commerce
    The North Carolina Department of Commerce is the state’s lead economic development agency, responsible for promoting business growth, job creation, and economic opportunity across North Carolina.
  • B. North Carolina Department of Health and Human Services
    The North Carolina Department of Health and Human Services is the state agency responsible for overseeing public health, social services, and human services programs across North Carolina.
  • C. North Carolina Department of Environmental Quality
    The North Carolina Department of Environmental Quality is the state agency responsible for protecting and improving North Carolina’s air, water, and natural resources through regulation, permitting, and environmental stewardship programs.
  • D. North Carolina Department of Revenue
    The North Carolina Department of Revenue is the state agency responsible for administering and enforcing North Carolina’s tax laws and collecting state taxes.
  • E. North Carolina Department of Public Safety
    The North Carolina Department of Public Safety is the statewide agency responsible for law enforcement coordination, emergency management, corrections, and overall public safety services in North Carolina.
  • 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_69c6995b3e8c8190833108f883d5f53c completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c7028d72708190a8c8aa94a7ec905b completed March 27, 2026, 10:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8acc088148190ba5ba07e4ad2284c completed March 29, 2026, 4:38 a.m.
NEDg Description generation batch_69c8ae313d4c8190964be233c0651f3a completed March 29, 2026, 4:44 a.m.
NED2 Entity disambiguation (via description) batch_69c8aea55c0081909aa0f6c96c8d6a03 completed March 29, 2026, 4:46 a.m.
Created at: March 27, 2026, 4:03 p.m.