Triple
T2485903
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cumberland County, North Carolina |
E55924
|
entity |
| Predicate | partOfCombinedStatisticalArea |
P294
|
FINISHED |
| Object |
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.
|
E271157
|
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: Fayetteville–Lumberton–Laurinburg CSA | Statement: [Cumberland County, North Carolina, partOfCombinedStatisticalArea, Fayetteville–Lumberton–Laurinburg CSA]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fayetteville–Lumberton–Laurinburg CSA Context triple: [Cumberland County, North Carolina, partOfCombinedStatisticalArea, Fayetteville–Lumberton–Laurinburg CSA]
-
A.
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.
-
B.
Hickory–Lenoir–Morganton Metropolitan Statistical Area
The Hickory–Lenoir–Morganton Metropolitan Statistical Area is a U.S. Census-defined region in western North Carolina centered on the cities of Hickory, Lenoir, and Morganton and their surrounding communities.
-
C.
Piedmont Triad
The Piedmont Triad is a major metropolitan region in central North Carolina centered around the cities of Greensboro, Winston-Salem, and High Point.
-
D.
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.
-
E.
Charlotte–Concord–Gastonia metropolitan area
The Charlotte–Concord–Gastonia metropolitan area is a major multi-county urban region centered on Charlotte, North Carolina, encompassing surrounding cities and suburbs across North and South 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: Fayetteville–Lumberton–Laurinburg CSA Triple: [Cumberland County, North Carolina, partOfCombinedStatisticalArea, Fayetteville–Lumberton–Laurinburg CSA]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fayetteville–Lumberton–Laurinburg CSA Target entity description: 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.
-
A.
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.
-
B.
Hickory–Lenoir–Morganton Metropolitan Statistical Area
The Hickory–Lenoir–Morganton Metropolitan Statistical Area is a U.S. Census-defined region in western North Carolina centered on the cities of Hickory, Lenoir, and Morganton and their surrounding communities.
-
C.
Piedmont Triad
The Piedmont Triad is a major metropolitan region in central North Carolina centered around the cities of Greensboro, Winston-Salem, and High Point.
-
D.
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.
-
E.
Charlotte–Concord–Gastonia metropolitan area
The Charlotte–Concord–Gastonia metropolitan area is a major multi-county urban region centered on Charlotte, North Carolina, encompassing surrounding cities and suburbs across North and South 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_69ab49e670a88190b928e08302381710 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd17705488190b90b1aa66dd25972 |
completed | March 7, 2026, 7:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af17ba433481908eccda5c6c6246be |
completed | March 9, 2026, 6:55 p.m. |
| NEDg | Description generation | batch_69af1bbf545081908e1e51b5c7e4a196 |
completed | March 9, 2026, 7:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af1c9c35648190bdeab34ce4032d26 |
completed | March 9, 2026, 7:16 p.m. |
Created at: March 6, 2026, 9:45 p.m.