Triple
T1067110
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Route 29 |
E23234
|
entity |
| Predicate | servesMetropolitanArea |
P82
|
FINISHED |
| Object |
Greenville–Spartanburg metropolitan area
The Greenville–Spartanburg metropolitan area is a major Upstate South Carolina urban region centered around the cities of Greenville and Spartanburg, known for its manufacturing base, growing economy, and position along the I-85 corridor between Atlanta and Charlotte.
|
E132502
|
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: Greenville–Spartanburg metropolitan area | Statement: [U.S. Route 29, servesMetropolitanArea, Greenville–Spartanburg metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Greenville–Spartanburg metropolitan area Context triple: [U.S. Route 29, servesMetropolitanArea, Greenville–Spartanburg metropolitan area]
-
A.
Greenville
Greenville is a small city in south-central Alabama known for its historic downtown and role as the county seat of Butler County.
-
B.
Greenville
Greenville is a residential neighborhood in the southern part of Jersey City, New Jersey, known for its diverse community and urban character.
-
C.
Greenville, South Carolina
Greenville, South Carolina is a rapidly growing city in the northwestern part of the state, known for its revitalized downtown, thriving manufacturing and technology sectors, and proximity to the Blue Ridge Mountains.
-
D.
Spartanburg, South Carolina
Spartanburg, South Carolina is a city in the Upstate region known as a regional economic and educational hub and a key stop on Amtrak’s Crescent passenger rail line.
-
E.
Columbia, South Carolina
Columbia, South Carolina is the capital and largest city of South Carolina, known for its role as a regional center of government, education, and culture.
- 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: Greenville–Spartanburg metropolitan area Triple: [U.S. Route 29, servesMetropolitanArea, Greenville–Spartanburg metropolitan area]
Generated description
The Greenville–Spartanburg metropolitan area is a major Upstate South Carolina urban region centered around the cities of Greenville and Spartanburg, known for its manufacturing base, growing economy, and position along the I-85 corridor between Atlanta and Charlotte.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Greenville–Spartanburg metropolitan area Target entity description: The Greenville–Spartanburg metropolitan area is a major Upstate South Carolina urban region centered around the cities of Greenville and Spartanburg, known for its manufacturing base, growing economy, and position along the I-85 corridor between Atlanta and Charlotte.
-
A.
Greenville
Greenville is a residential neighborhood in the southern part of Jersey City, New Jersey, known for its diverse community and urban character.
-
B.
Greenville
Greenville is a small city in south-central Alabama known for its historic downtown and role as the county seat of Butler County.
-
C.
Greenville, South Carolina
Greenville, South Carolina is a rapidly growing city in the northwestern part of the state, known for its revitalized downtown, thriving manufacturing and technology sectors, and proximity to the Blue Ridge Mountains.
-
D.
Spartanburg, South Carolina
Spartanburg, South Carolina is a city in the Upstate region known as a regional economic and educational hub and a key stop on Amtrak’s Crescent passenger rail line.
-
E.
Columbia, South Carolina
Columbia, South Carolina is the capital and largest city of South Carolina, known for its role as a regional center of government, education, and culture.
- 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_69a493ee1f908190992b5f0d1b04459b |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b911f06881908659cb85ba1e05e0 |
completed | March 1, 2026, 10:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac5ea491ec8190bf6bd84ecb5af341 |
completed | March 7, 2026, 5:21 p.m. |
| NEDg | Description generation | batch_69ac5f15c2808190905e40c6db9d957c |
completed | March 7, 2026, 5:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac633749008190bae63644d5ee7cea |
completed | March 7, 2026, 5:41 p.m. |
Created at: March 1, 2026, 7:42 p.m.