Triple
T7777078
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southern Pines, North Carolina |
E221420
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Pinehurst–Southern Pines–Aberdeen area |
E568106
|
NE FINISHED |
How this triple was built (2 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: Pinehurst–Southern Pines–Aberdeen area | Statement: [Southern Pines, North Carolina, partOf, Pinehurst–Southern Pines–Aberdeen area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pinehurst–Southern Pines–Aberdeen area Context triple: [Southern Pines, North Carolina, partOf, Pinehurst–Southern Pines–Aberdeen area]
-
A.
Pinehurst–Southern Pines–Aberdeen area
chosen
The Pinehurst–Southern Pines–Aberdeen area is a region in North Carolina known for its historic resort communities, championship golf courses, and role as a major destination for golf tourism.
-
B.
Aberdeen, North Carolina
Aberdeen, North Carolina is a small town in the Sandhills region known for its historic downtown and proximity to the Pinehurst golf and resort area.
-
C.
Fayetteville–Lumberton–Laurinburg CSA
The Fayetteville–Lumberton–Laurinburg CSA is a U.S. Census-defined combined statistical area in southeastern North Carolina that groups together several interconnected metropolitan and micropolitan regions centered on the cities of Fayetteville, Lumberton, and Laurinburg.
-
D.
Durham–Chapel Hill metropolitan area
The Durham–Chapel Hill metropolitan area is a North Carolina metro region centered on the cities of Durham and Chapel Hill, known for its major universities, research institutions, and role within the Research Triangle.
-
E.
Raleigh–Durham area
The Raleigh–Durham area is a major metropolitan region in North Carolina centered around the cities of Raleigh and Durham and closely associated with the Research Triangle.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca83ebbef881909ac47f789145fef7 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69caa4d22ee081908081b5f5ecdb4d39 |
completed | March 30, 2026, 4:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69caf59dfe5c8190972eb9db1b3ca043 |
completed | March 30, 2026, 10:13 p.m. |
Created at: March 30, 2026, 4:13 p.m.