Triple
T1120809
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gastonia, North Carolina |
E24605
|
entity |
| Predicate | hasPublicTransit |
P522
|
FINISHED |
| Object |
Gastonia Transit
Gastonia Transit is the primary public bus transportation system serving the city of Gastonia in North Carolina.
|
E130143
|
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: Gastonia Transit | Statement: [Gastonia, North Carolina, hasPublicTransit, Gastonia Transit]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gastonia Transit Context triple: [Gastonia, North Carolina, hasPublicTransit, Gastonia Transit]
-
A.
Greensboro Transit Agency
Greensboro Transit Agency is the primary public bus transportation provider serving the city of Greensboro in North Carolina.
-
B.
Charlotte Area Transit System
Charlotte Area Transit System is the primary public transportation agency serving the Charlotte metropolitan area with bus, light rail, and other transit services.
-
C.
GoRaleigh bus system
The GoRaleigh bus system is the primary public transit network serving Raleigh, North Carolina and surrounding areas with fixed-route and paratransit bus services.
-
D.
GoTriangle regional transit
GoTriangle regional transit is a regional public transportation agency in North Carolina that operates bus and other transit services connecting communities across the Triangle area, including Wake Forest.
-
E.
Chapel Hill Transit
Chapel Hill Transit is the public bus system serving Chapel Hill and the surrounding area in North Carolina, providing fare-free local and regional transit services.
- 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: Gastonia Transit Triple: [Gastonia, North Carolina, hasPublicTransit, Gastonia Transit]
Generated description
Gastonia Transit is the primary public bus transportation system serving the city of Gastonia in North Carolina.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gastonia Transit Target entity description: Gastonia Transit is the primary public bus transportation system serving the city of Gastonia in North Carolina.
-
A.
Greensboro Transit Agency
Greensboro Transit Agency is the primary public bus transportation provider serving the city of Greensboro in North Carolina.
-
B.
Charlotte Area Transit System
Charlotte Area Transit System is the primary public transportation agency serving the Charlotte metropolitan area with bus, light rail, and other transit services.
-
C.
GoRaleigh bus system
The GoRaleigh bus system is the primary public transit network serving Raleigh, North Carolina and surrounding areas with fixed-route and paratransit bus services.
-
D.
GoTriangle regional transit
GoTriangle regional transit is a regional public transportation agency in North Carolina that operates bus and other transit services connecting communities across the Triangle area, including Wake Forest.
-
E.
Chapel Hill Transit
Chapel Hill Transit is the public bus system serving Chapel Hill and the surrounding area in North Carolina, providing fare-free local and regional transit services.
- 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_69a4940712c88190aa244f3fc6070a65 |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bbbe58588190a5ef6346e269d5f3 |
completed | March 1, 2026, 10:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac59a62b9c8190938b3c571cd8ff5f |
completed | March 7, 2026, 5 p.m. |
| NEDg | Description generation | batch_69ac5a2cae9881908a9cfc09f9ef0968 |
completed | March 7, 2026, 5:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac5b54d1f881909a367d12647eee3f |
completed | March 7, 2026, 5:07 p.m. |
Created at: March 1, 2026, 7:43 p.m.