Triple
T580572
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Holly Springs |
E15046
|
entity |
| Predicate | hasMajorRoad |
P385
|
FINISHED |
| Object | NC Highway 540 |
E66737
|
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: NC Highway 540 | Statement: [Holly Springs, hasMajorRoad, NC Highway 540]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NC Highway 540 Context triple: [Holly Springs, hasMajorRoad, NC Highway 540]
-
A.
North Carolina Highway 55
North Carolina Highway 55 is a primary state highway in North Carolina that runs through the town of Apex and connects several communities in the central and eastern parts of the state.
-
B.
Interstate 540
chosen
Interstate 540 is a beltway highway serving the Raleigh metropolitan area in North Carolina, facilitating regional traffic flow and suburban connectivity.
-
C.
Interstate 77
Interstate 77 is a major north–south U.S. highway running from South Carolina through several states, including West Virginia and Ohio, to northeastern Ohio near Lake Erie.
-
D.
U.S. Route 460
U.S. Route 460 is a major east–west U.S. highway running through several states in the eastern United States, connecting communities in the Appalachian region to larger urban and transportation networks.
-
E.
Interstate 140
Interstate 140 is a short auxiliary Interstate highway serving the Knoxville, Tennessee area, providing a connector route around the city.
- 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_69a4935783b8819082b77726ec10cc42 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a49b82b5248190ac863407e8207a3b |
completed | March 1, 2026, 8:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a66662e848819095aca23ceb5eeef2 |
completed | March 3, 2026, 4:41 a.m. |
Created at: March 1, 2026, 7:33 p.m.