Triple
T7704720
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Commissioner of Agriculture of North Carolina |
E174583
|
entity |
| Predicate | cooperatesWith |
P435
|
FINISHED |
| Object |
North Carolina Cooperative Extension Service
The North Carolina Cooperative Extension Service is a statewide educational outreach organization that provides research-based agricultural, environmental, and community programs to farmers, families, and local communities in partnership with North Carolina State University and other agencies.
|
E683038
|
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 Cooperative Extension Service | Statement: [Commissioner of Agriculture of North Carolina, cooperatesWith, North Carolina Cooperative Extension Service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Carolina Cooperative Extension Service Context triple: [Commissioner of Agriculture of North Carolina, cooperatesWith, North Carolina Cooperative Extension Service]
-
A.
North Carolina Natural Heritage Program
The North Carolina Natural Heritage Program is a state initiative that identifies, inventories, and helps conserve the state’s most significant natural areas, rare species, and important ecological communities.
-
B.
North Carolina State University
North Carolina State University is a major public research university in Raleigh, North Carolina, known for its strong engineering, agriculture, and STEM programs and as a key member of the Research Triangle.
-
C.
North Carolina State University Centennial Biomedical Campus
North Carolina State University Centennial Biomedical Campus is a specialized research and teaching complex in Raleigh that houses NC State’s College of Veterinary Medicine and related biomedical facilities.
-
D.
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.
-
E.
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.
- 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 Cooperative Extension Service Triple: [Commissioner of Agriculture of North Carolina, cooperatesWith, North Carolina Cooperative Extension Service]
Generated description
The North Carolina Cooperative Extension Service is a statewide educational outreach organization that provides research-based agricultural, environmental, and community programs to farmers, families, and local communities in partnership with North Carolina State University and other agencies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: North Carolina Cooperative Extension Service Target entity description: The North Carolina Cooperative Extension Service is a statewide educational outreach organization that provides research-based agricultural, environmental, and community programs to farmers, families, and local communities in partnership with North Carolina State University and other agencies.
-
A.
North Carolina Natural Heritage Program
The North Carolina Natural Heritage Program is a state initiative that identifies, inventories, and helps conserve the state’s most significant natural areas, rare species, and important ecological communities.
-
B.
North Carolina State University
North Carolina State University is a major public research university in Raleigh, North Carolina, known for its strong engineering, agriculture, and STEM programs and as a key member of the Research Triangle.
-
C.
North Carolina State University Centennial Biomedical Campus
North Carolina State University Centennial Biomedical Campus is a specialized research and teaching complex in Raleigh that houses NC State’s College of Veterinary Medicine and related biomedical facilities.
-
D.
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.
-
E.
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.
- 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.