Triple
T5773437
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Twin City |
E127381
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object | Piedmont Triad |
E27969
|
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: Piedmont Triad | Statement: [Twin City, associatedWith, Piedmont Triad]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Piedmont Triad Context triple: [Twin City, associatedWith, Piedmont Triad]
-
A.
Piedmont Triad
chosen
The Piedmont Triad is a major metropolitan region in central North Carolina centered around the cities of Greensboro, Winston-Salem, and High Point.
-
B.
Asheville metropolitan area
The Asheville metropolitan area is a regional urban and economic hub in western North Carolina centered on the city of Asheville and its surrounding counties.
-
C.
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.
-
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.
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.
- 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_69c008361fa88190aefa4dc41b051e7f |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c029af681081908276e99c568561ce |
completed | March 22, 2026, 5:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0b0cbc4188190b40cf403e43411fa |
completed | March 23, 2026, 3:17 a.m. |
Created at: March 22, 2026, 3:50 p.m.