Triple
T17400276
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Clemson, South Carolina |
E423066
|
entity |
| Predicate | transportInfrastructure |
P1777
|
FINISHED |
| Object |
Clemson Area Transit
Clemson Area Transit is a public bus system serving Clemson, South Carolina and surrounding communities, providing fare-free transit primarily for residents, students, and university affiliates.
|
E1292096
|
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: Clemson Area Transit | Statement: [Clemson, South Carolina, transportInfrastructure, Clemson Area Transit]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Clemson Area Transit Context triple: [Clemson, South Carolina, transportInfrastructure, Clemson Area Transit]
-
A.
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.
-
B.
Cobb Community Transit
Cobb Community Transit was the original public bus system serving Cobb County, Georgia, later rebranded as CobbLinc.
-
C.
Charleston Area Regional Transportation Authority
The Charleston Area Regional Transportation Authority is the public transit agency that operates bus and related transportation services throughout the Charleston, South Carolina metropolitan area.
-
D.
Clayton County Transit
Clayton County Transit is the public bus service network in Clayton County, Georgia, operated in partnership with the Metropolitan Atlanta Rapid Transit Authority (MARTA).
-
E.
Greenville Area Transit (GREAT)
Greenville Area Transit (GREAT) is the primary public bus system serving residents, students, and visitors in Greenville, North Carolina.
- 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: Clemson Area Transit Triple: [Clemson, South Carolina, transportInfrastructure, Clemson Area Transit]
Generated description
Clemson Area Transit is a public bus system serving Clemson, South Carolina and surrounding communities, providing fare-free transit primarily for residents, students, and university affiliates.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Clemson Area Transit Target entity description: Clemson Area Transit is a public bus system serving Clemson, South Carolina and surrounding communities, providing fare-free transit primarily for residents, students, and university affiliates.
-
A.
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.
-
B.
Cobb Community Transit
Cobb Community Transit was the original public bus system serving Cobb County, Georgia, later rebranded as CobbLinc.
-
C.
Charleston Area Regional Transportation Authority
The Charleston Area Regional Transportation Authority is the public transit agency that operates bus and related transportation services throughout the Charleston, South Carolina metropolitan area.
-
D.
Clayton County Transit
Clayton County Transit is the public bus service network in Clayton County, Georgia, operated in partnership with the Metropolitan Atlanta Rapid Transit Authority (MARTA).
-
E.
Greenville Area Transit (GREAT)
Greenville Area Transit (GREAT) is the primary public bus system serving residents, students, and visitors in Greenville, North Carolina.
- 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_69d889d710288190bf0f4762801fefae |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e43ac0596481908c400916d5c1b971 |
completed | April 19, 2026, 2:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a030c48b4488190a197ccfd652695a9 |
completed | May 12, 2026, 11:17 a.m. |
| NEDg | Description generation | batch_6a030d22013c8190801475da925e0ab9 |
completed | May 12, 2026, 11:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a030dd233208190b7af976e68e4296c |
completed | May 12, 2026, 11:24 a.m. |
Created at: April 10, 2026, 5:45 a.m.