Triple
T1448372
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shelby, North Carolina |
E31226
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object |
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.
|
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 Business | Statement: [Shelby, North Carolina, hasTransportation, U.S. Route 74 Business]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 74 Business Context triple: [Shelby, North Carolina, hasTransportation, U.S. Route 74 Business]
-
A.
U.S. Route 50 Business
U.S. Route 50 Business is a business loop of U.S. Route 50 that serves local traffic and commercial areas in and around Pueblo, Colorado.
-
B.
U.S. Route 27 Alternate
U.S. Route 27 Alternate is an auxiliary U.S. highway that provides an alternate north–south route to U.S. Route 27 through parts of Georgia and neighboring states.
-
C.
U.S. Route 321 Business
U.S. Route 321 Business is a business loop of U.S. Route 321 that serves as a primary commercial and local traffic corridor through Newton, North Carolina.
-
D.
U.S. Route 275
U.S. Route 275 is a north–south U.S. Highway in the central United States that runs through parts of Nebraska, Iowa, and Missouri, serving as a regional connector between rural communities and larger transportation corridors.
-
E.
U.S. Route 30 Bypass
U.S. Route 30 Bypass is an alternate alignment of U.S. Route 30 that diverts traffic around central Portland, Oregon, to provide a more direct and less congested route for through travelers.
- 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 Business Triple: [Shelby, North Carolina, hasTransportation, U.S. Route 74 Business]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 74 Business Target entity description: 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.
-
A.
U.S. Route 50 Business
U.S. Route 50 Business is a business loop of U.S. Route 50 that serves local traffic and commercial areas in and around Pueblo, Colorado.
-
B.
U.S. Route 27 Alternate
U.S. Route 27 Alternate is an auxiliary U.S. highway that provides an alternate north–south route to U.S. Route 27 through parts of Georgia and neighboring states.
-
C.
U.S. Route 321 Business
U.S. Route 321 Business is a business loop of U.S. Route 321 that serves as a primary commercial and local traffic corridor through Newton, North Carolina.
-
D.
U.S. Route 275
U.S. Route 275 is a north–south U.S. Highway in the central United States that runs through parts of Nebraska, Iowa, and Missouri, serving as a regional connector between rural communities and larger transportation corridors.
-
E.
U.S. Route 30 Bypass
U.S. Route 30 Bypass is an alternate alignment of U.S. Route 30 that diverts traffic around central Portland, Oregon, to provide a more direct and less congested route for through travelers.
- 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_69ad608253cc81909e1985f6dc5e41a4 |
completed | March 8, 2026, 11:41 a.m. |
| NEDg | Description generation | batch_69ad61ae3c948190b1871e877e856a65 |
completed | March 8, 2026, 11:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad622acf5881908add72069bd2f060 |
completed | March 8, 2026, 11:48 a.m. |
Created at: March 1, 2026, 8 p.m.