Triple
T1448373
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shelby, North Carolina |
E31226
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object |
North Carolina Highway 18
North Carolina Highway 18 is a primary state highway running through western North Carolina, connecting several communities including Shelby and serving as an important regional north–south route.
|
E177362
|
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: North Carolina Highway 18 | Statement: [Shelby, North Carolina, hasTransportation, North Carolina Highway 18]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Carolina Highway 18 Context triple: [Shelby, North Carolina, hasTransportation, North Carolina Highway 18]
-
A.
North Carolina Highway 16
North Carolina Highway 16 is a primary state highway running north–south through central and western North Carolina, connecting rural areas, small towns, and cities including Newton.
-
B.
North Carolina Highway 10
North Carolina Highway 10 is a primary state highway in western North Carolina that serves as a key east–west route connecting several communities, including the city of Newton.
-
C.
North Carolina Highway 14
North Carolina Highway 14 is a primary state highway in North Carolina that connects the city of Reidsville to other communities in Rockingham County and the surrounding region.
-
D.
North Carolina Highway 150
North Carolina Highway 150 is a primary state highway in North Carolina that runs east–west across multiple counties, connecting numerous towns and cities in the Piedmont region.
-
E.
North Carolina Highway 27
North Carolina Highway 27 is an east–west state highway in North Carolina that connects several central and southern communities, including the city of Albemarle.
- 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: North Carolina Highway 18 Triple: [Shelby, North Carolina, hasTransportation, North Carolina Highway 18]
Generated description
North Carolina Highway 18 is a primary state highway running through western North Carolina, connecting several communities including Shelby and serving as an important regional north–south route.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: North Carolina Highway 18 Target entity description: North Carolina Highway 18 is a primary state highway running through western North Carolina, connecting several communities including Shelby and serving as an important regional north–south route.
-
A.
North Carolina Highway 16
North Carolina Highway 16 is a primary state highway running north–south through central and western North Carolina, connecting rural areas, small towns, and cities including Newton.
-
B.
North Carolina Highway 10
North Carolina Highway 10 is a primary state highway in western North Carolina that serves as a key east–west route connecting several communities, including the city of Newton.
-
C.
North Carolina Highway 14
North Carolina Highway 14 is a primary state highway in North Carolina that connects the city of Reidsville to other communities in Rockingham County and the surrounding region.
-
D.
North Carolina Highway 150
North Carolina Highway 150 is a primary state highway in North Carolina that runs east–west across multiple counties, connecting numerous towns and cities in the Piedmont region.
-
E.
North Carolina Highway 27
North Carolina Highway 27 is an east–west state highway in North Carolina that connects several central and southern communities, including the city of Albemarle.
- 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_69a499171a28819085b993a3ac78e363 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c55aa7dc8190aa7452d80ec8305e |
completed | March 1, 2026, 11:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad36fd91488190b0431bc1c83c64e3 |
completed | March 8, 2026, 8:44 a.m. |
| NEDg | Description generation | batch_69ad388d700c81909a5f1d82a9279e2b |
completed | March 8, 2026, 8:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad39464a748190af126365ae0ebada |
completed | March 8, 2026, 8:54 a.m. |
Created at: March 1, 2026, 8 p.m.