Triple
T2954316
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Government of North Carolina |
E79894
|
entity |
| Predicate | hasAgency |
P3933
|
FINISHED |
| Object |
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.
|
E315283
|
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 Commerce | Statement: [Government of North Carolina, hasAgency, North Carolina Department of Commerce]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Carolina Department of Commerce Context triple: [Government of North Carolina, hasAgency, North Carolina Department of Commerce]
-
A.
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.
-
B.
Government of North Carolina
The Government of North Carolina is the state’s political and administrative system, comprising executive, legislative, and judicial branches that govern and provide public services to residents of North Carolina.
-
C.
North Carolina Department of Natural and Cultural Resources
The North Carolina Department of Natural and Cultural Resources is the state agency responsible for preserving and promoting North Carolina’s natural landscapes, state parks, history, arts, and cultural heritage.
-
D.
North Carolina Association of County Commissioners
The North Carolina Association of County Commissioners is a statewide organization that represents and advocates for the interests of all county governments in North Carolina.
-
E.
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.
- 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 Commerce Triple: [Government of North Carolina, hasAgency, North Carolina Department of Commerce]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: North Carolina Department of Commerce Target entity description: 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.
-
A.
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.
-
B.
Government of North Carolina
The Government of North Carolina is the state’s political and administrative system, comprising executive, legislative, and judicial branches that govern and provide public services to residents of North Carolina.
-
C.
North Carolina Department of Natural and Cultural Resources
The North Carolina Department of Natural and Cultural Resources is the state agency responsible for preserving and promoting North Carolina’s natural landscapes, state parks, history, arts, and cultural heritage.
-
D.
North Carolina Association of County Commissioners
The North Carolina Association of County Commissioners is a statewide organization that represents and advocates for the interests of all county governments in North Carolina.
-
E.
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.
- 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_69ad8b1276588190a374a0b12e0f7bdf |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad98ff874c81908077a90fdc5e8549 |
completed | March 8, 2026, 3:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0fc86af78819089ff24f2621b151f |
completed | March 11, 2026, 5:24 a.m. |
| NEDg | Description generation | batch_69b1003ac79c8190b25f12823b6010ed |
completed | March 11, 2026, 5:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b10421ab508190a741b1973bd05b17 |
completed | March 11, 2026, 5:56 a.m. |
Created at: March 8, 2026, 2:57 p.m.