Triple
T6422863
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Interstate 95 in Florence County, South Carolina |
E127986
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object | Florence, South Carolina metropolitan area |
E290975
|
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: Florence, South Carolina metropolitan area | Statement: [Interstate 95 in Florence County, South Carolina, serves, Florence, South Carolina metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Florence, South Carolina metropolitan area Context triple: [Interstate 95 in Florence County, South Carolina, serves, Florence, South Carolina metropolitan area]
-
A.
Florence, South Carolina
chosen
Florence, South Carolina is a regional hub city in northeastern South Carolina known for its role in transportation, healthcare, and commerce within the Pee Dee area.
-
B.
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.
-
C.
Charleston–North Charleston metropolitan area
The Charleston–North Charleston metropolitan area is a coastal South Carolina urban region centered on the historic port city of Charleston and its surrounding suburban and industrial communities.
-
D.
Hilton Head Island–Bluffton metropolitan area
The Hilton Head Island–Bluffton metropolitan area is a coastal South Carolina metro region centered on the resort and residential communities around Hilton Head Island and the nearby town of Bluffton.
-
E.
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.
- 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_69c00838de888190af2eec0b80495efa |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c0690576c48190b5db5464eacc9de3 |
completed | March 22, 2026, 10:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c640dc01188190b67290801aae0d6c |
completed | March 27, 2026, 8:33 a.m. |
Created at: March 22, 2026, 4:43 p.m.