Triple
T2593556
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lumbee |
E58179
|
entity |
| Predicate | populationCenter |
P2106
|
FINISHED |
| Object |
Red Springs, North Carolina
Red Springs, North Carolina is a small town in Robeson County that serves as one of the historic communities associated with the Lumbee Native American tribe.
|
E280844
|
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: Red Springs, North Carolina | Statement: [Lumbee, populationCenter, Red Springs, North Carolina]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Red Springs, North Carolina Context triple: [Lumbee, populationCenter, Red Springs, North Carolina]
-
A.
Fuquay-Varina, North Carolina
Fuquay-Varina, North Carolina, is a rapidly growing suburban town in the Research Triangle region known for its historic downtowns, parks, and family-oriented community.
-
B.
Spray, North Carolina
Spray, North Carolina was a former mill town in Rockingham County that later became part of the city of Eden.
-
C.
Butner, North Carolina
Butner, North Carolina is a small town in central North Carolina known for its correctional and mental health facilities and its location within the Research Triangle region.
-
D.
Swepsonville, North Carolina
Swepsonville, North Carolina is a small town in Alamance County known for its location along the Haw River and its history as a former textile mill community.
-
E.
Shelby, North Carolina
Shelby, North Carolina is a small city in Cleveland County known as a cultural and economic hub of the western North Carolina Piedmont, with historic architecture and a strong musical heritage.
- 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: Red Springs, North Carolina Triple: [Lumbee, populationCenter, Red Springs, North Carolina]
Generated description
Red Springs, North Carolina is a small town in Robeson County that serves as one of the historic communities associated with the Lumbee Native American tribe.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Red Springs, North Carolina Target entity description: Red Springs, North Carolina is a small town in Robeson County that serves as one of the historic communities associated with the Lumbee Native American tribe.
-
A.
Fuquay-Varina, North Carolina
Fuquay-Varina, North Carolina, is a rapidly growing suburban town in the Research Triangle region known for its historic downtowns, parks, and family-oriented community.
-
B.
Spray, North Carolina
Spray, North Carolina was a former mill town in Rockingham County that later became part of the city of Eden.
-
C.
Butner, North Carolina
Butner, North Carolina is a small town in central North Carolina known for its correctional and mental health facilities and its location within the Research Triangle region.
-
D.
Swepsonville, North Carolina
Swepsonville, North Carolina is a small town in Alamance County known for its location along the Haw River and its history as a former textile mill community.
-
E.
Shelby, North Carolina
Shelby, North Carolina is a small city in Cleveland County known as a cultural and economic hub of the western North Carolina Piedmont, with historic architecture and a strong musical heritage.
- 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_69af83bee4908190b5e446ddbf4e8889 |
completed | March 10, 2026, 2:36 a.m. |
| NEDg | Description generation | batch_69af8434f61c81909bffb3f06acb733b |
completed | March 10, 2026, 2:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af84b260b881909bbd3d2825f9dea7 |
completed | March 10, 2026, 2:40 a.m. |
Created at: March 6, 2026, 9:49 p.m.