Triple
T443051
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Durham County Board of Commissioners |
E10154
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
Durham County social services
Durham County social services is the local government agency responsible for providing public assistance, child and adult protective services, and other social support programs to residents of Durham County, North Carolina.
|
E56516
|
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: Durham County social services | Statement: [Durham County Board of Commissioners, oversees, Durham County social services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Durham County social services Context triple: [Durham County Board of Commissioners, oversees, Durham County social services]
-
A.
Durham County Board of Commissioners
The Durham County Board of Commissioners is the elected governing body responsible for setting policy, adopting budgets, and overseeing county services in Durham County, North Carolina.
-
B.
Durham County, North Carolina
Durham County, North Carolina is an urban county in the central part of the state, best known as home to the city of Durham and Duke University.
-
C.
Durham Public Schools
Durham Public Schools is the unified public school district serving students in Durham County, North Carolina.
-
D.
Cumberland County, North Carolina
Cumberland County, North Carolina is a county in the southeastern part of the state that includes the city of Fayetteville and is home to the major U.S. Army installation Fort Liberty.
-
E.
Durham, North Carolina
Durham, North Carolina is a major city in the Research Triangle region known for Duke University, a strong research and tech economy, and a rich civil rights and tobacco-industry history.
- 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: Durham County social services Triple: [Durham County Board of Commissioners, oversees, Durham County social services]
Generated description
Durham County social services is the local government agency responsible for providing public assistance, child and adult protective services, and other social support programs to residents of Durham County, North Carolina.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Durham County social services Target entity description: Durham County social services is the local government agency responsible for providing public assistance, child and adult protective services, and other social support programs to residents of Durham County, North Carolina.
-
A.
Durham County Board of Commissioners
The Durham County Board of Commissioners is the elected governing body responsible for setting policy, adopting budgets, and overseeing county services in Durham County, North Carolina.
-
B.
Durham County, North Carolina
Durham County, North Carolina is an urban county in the central part of the state, best known as home to the city of Durham and Duke University.
-
C.
Durham Public Schools
Durham Public Schools is the unified public school district serving students in Durham County, North Carolina.
-
D.
Cumberland County, North Carolina
Cumberland County, North Carolina is a county in the southeastern part of the state that includes the city of Fayetteville and is home to the major U.S. Army installation Fort Liberty.
-
E.
Durham, North Carolina
Durham, North Carolina is a major city in the Research Triangle region known for Duke University, a strong research and tech economy, and a rich civil rights and tobacco-industry history.
- 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_69a2e8465ef481909655c681b01e2986 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2ef43e8f88190a5d368add11a38c0 |
completed | Feb. 28, 2026, 1:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a447fc06288190b74c4047849f615c |
completed | March 1, 2026, 2:06 p.m. |
| NEDg | Description generation | batch_69a448814bb48190821c12fad63cc904 |
completed | March 1, 2026, 2:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a448e45d248190a50fee4e2aefcaf5 |
completed | March 1, 2026, 2:10 p.m. |
Created at: Feb. 28, 2026, 1:11 p.m.