Triple
T20377824
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Boiling Springs, South Carolina |
E497739
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Spartanburg metropolitan area |
E132502
|
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: Spartanburg metropolitan area | Statement: [Boiling Springs, South Carolina, partOf, Spartanburg metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Spartanburg metropolitan area Context triple: [Boiling Springs, South Carolina, partOf, Spartanburg metropolitan area]
-
A.
Greenville–Spartanburg metropolitan area
chosen
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.
-
B.
Greenville metropolitan area
The Greenville metropolitan area is a regional urban and economic hub in eastern North Carolina centered on the city of Greenville and its surrounding communities.
-
C.
Columbia, South Carolina metropolitan area
The Columbia, South Carolina metropolitan area is a regional urban and economic hub centered on the state capital of Columbia and encompassing surrounding counties and communities in central South Carolina.
-
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.
Charleston metropolitan area
The Charleston metropolitan area is a region in West Virginia centered on the city of Charleston, encompassing surrounding communities that share its economic and social ties.
- 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_69e0b4a5b7908190a972e4e7e698ae94 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e678ae3468819087d7db7e1b79efc7 |
completed | April 20, 2026, 7:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0870937de48190b416824110d64245 |
completed | May 16, 2026, 1:26 p.m. |
Created at: April 16, 2026, 11:27 a.m.