Triple
T2593555
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lumbee |
E58179
|
entity |
| Predicate | populationCenter |
P2106
|
FINISHED |
| Object |
Lumberton, North Carolina
Lumberton, North Carolina is a small city in Robeson County that serves as the cultural and economic hub of the Lumbee Tribe and the surrounding region.
|
E283871
|
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: Lumberton, North Carolina | Statement: [Lumbee, populationCenter, Lumberton, North Carolina]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lumberton, North Carolina Context triple: [Lumbee, populationCenter, Lumberton, North Carolina]
-
A.
Lexington, North Carolina
Lexington, North Carolina is a small city in the central Piedmont region best known for its distinctive style of barbecue and annual Barbecue Festival.
-
B.
Burlington, North Carolina
Burlington, North Carolina is a mid-sized city in the central Piedmont region known historically for its textile and manufacturing industries and its role as a regional economic hub.
-
C.
Lincolnton, North Carolina
Lincolnton, North Carolina is a small historic city in the Charlotte metropolitan area known for its textile heritage and location in the Piedmont region.
-
D.
Lenoir, North Carolina
Lenoir, North Carolina is a small city in the foothills of the Blue Ridge Mountains known historically for its furniture manufacturing and proximity to outdoor recreation areas.
-
E.
Havelock, North Carolina
Havelock, North Carolina is a small city in Craven County best known as the home of Marine Corps Air Station Cherry Point and its associated military aviation community.
- 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: Lumberton, North Carolina Triple: [Lumbee, populationCenter, Lumberton, North Carolina]
Generated description
Lumberton, North Carolina is a small city in Robeson County that serves as the cultural and economic hub of the Lumbee Tribe and the surrounding region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lumberton, North Carolina Target entity description: Lumberton, North Carolina is a small city in Robeson County that serves as the cultural and economic hub of the Lumbee Tribe and the surrounding region.
-
A.
Lexington, North Carolina
Lexington, North Carolina is a small city in the central Piedmont region best known for its distinctive style of barbecue and annual Barbecue Festival.
-
B.
Burlington, North Carolina
Burlington, North Carolina is a mid-sized city in the central Piedmont region known historically for its textile and manufacturing industries and its role as a regional economic hub.
-
C.
Lincolnton, North Carolina
Lincolnton, North Carolina is a small historic city in the Charlotte metropolitan area known for its textile heritage and location in the Piedmont region.
-
D.
Lenoir, North Carolina
Lenoir, North Carolina is a small city in the foothills of the Blue Ridge Mountains known historically for its furniture manufacturing and proximity to outdoor recreation areas.
-
E.
Havelock, North Carolina
Havelock, North Carolina is a small city in Craven County best known as the home of Marine Corps Air Station Cherry Point and its associated military aviation community.
- 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_69ab4ac019c8819094add11c46706e32 |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abd426e2d4819081a07920b4d2a1cc |
completed | March 7, 2026, 7:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af907835188190914a241e8bdf0d4f |
completed | March 10, 2026, 3:31 a.m. |
| NEDg | Description generation | batch_69af90f63dac8190b3282b5029d22fab |
completed | March 10, 2026, 3:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af918e7b50819082f37f9cdb3271a2 |
completed | March 10, 2026, 3:35 a.m. |
Created at: March 6, 2026, 9:49 p.m.