Triple
T11809913
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Red Springs, North Carolina |
E280844
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object |
U.S. Route 74 (nearby regional route)
U.S. Route 74 is a major east–west U.S. Highway running across North Carolina, connecting inland communities with the Charlotte metropolitan area and the southeastern coast.
|
E186017
|
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: U.S. Route 74 (nearby regional route) | Statement: [Red Springs, North Carolina, hasTransportation, U.S. Route 74 (nearby regional route)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 74 (nearby regional route) Context triple: [Red Springs, North Carolina, hasTransportation, U.S. Route 74 (nearby regional route)]
-
A.
U.S. Route 7 (nearby access)
U.S. Route 7 (nearby access) is a major north–south highway in western New England that provides regional connectivity and access to the Town of Redding and surrounding communities.
-
B.
U.S. Route 33 (nearby regional route)
U.S. Route 33 is a major U.S. highway running through several Midwestern and Appalachian states, serving as an important regional connector between urban centers and smaller communities.
-
C.
U.S. Route 74 Business
U.S. Route 74 Business is a business loop of U.S. Route 74 that serves as a primary commercial and local traffic corridor through Shelby, North Carolina.
-
D.
U.S. Route 20 (nearby)
U.S. Route 20 is a major east–west United States highway that spans the country from the Pacific Northwest to New England, passing near Dike, Iowa.
-
E.
U.S. Route 412 (nearby regional corridor)
U.S. Route 412 is an east–west U.S. Highway spanning several states across the south-central United States, providing a key regional transportation corridor for communities such as Claremore, Oklahoma.
- 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: U.S. Route 74 (nearby regional route) Triple: [Red Springs, North Carolina, hasTransportation, U.S. Route 74 (nearby regional route)]
Generated description
U.S. Route 74 is a major east–west U.S. Highway running across North Carolina, connecting inland communities with the Charlotte metropolitan area and the southeastern coast.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 74 (nearby regional route) Target entity description: U.S. Route 74 is a major east–west U.S. Highway running across North Carolina, connecting inland communities with the Charlotte metropolitan area and the southeastern coast.
-
A.
U.S. Route 7 (nearby access)
U.S. Route 7 (nearby access) is a major north–south highway in western New England that provides regional connectivity and access to the Town of Redding and surrounding communities.
-
B.
U.S. Route 33 (nearby regional route)
U.S. Route 33 is a major U.S. highway running through several Midwestern and Appalachian states, serving as an important regional connector between urban centers and smaller communities.
-
C.
U.S. Route 74 Business
chosen
U.S. Route 74 Business is a business loop of U.S. Route 74 that serves as a primary commercial and local traffic corridor through Shelby, North Carolina.
-
D.
U.S. Route 20 (nearby)
U.S. Route 20 is a major east–west United States highway that spans the country from the Pacific Northwest to New England, passing near Dike, Iowa.
-
E.
U.S. Route 412 (nearby regional corridor)
U.S. Route 412 is an east–west U.S. Highway spanning several states across the south-central United States, providing a key regional transportation corridor for communities such as Claremore, Oklahoma.
- F. None of above.
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_69d6ab26aae88190b2489efcb2a24234 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a5ca50a081908a198b336d8c2b98 |
completed | April 10, 2026, 7:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f13188b89c819095ba5d27de7ebbb2 |
completed | April 28, 2026, 10:15 p.m. |
| NEDg | Description generation | batch_69f141b31c9081908f19ff870f5f3c33 |
completed | April 28, 2026, 11:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f14fdb39d48190828668fc535d7f6a |
completed | April 29, 2026, 12:24 a.m. |
Created at: April 8, 2026, 9:42 p.m.