Triple
T14102068
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Clayton County Transit (via MARTA partnerships) |
E339407
|
entity |
| Predicate | shortName |
P43
|
FINISHED |
| Object |
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).
|
E1080198
|
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: Clayton County Transit | Statement: [Clayton County Transit (via MARTA partnerships), shortName, Clayton County Transit]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Clayton County Transit Context triple: [Clayton County Transit (via MARTA partnerships), shortName, Clayton County Transit]
-
A.
Gwinnett County Transit
Gwinnett County Transit is the public bus transportation system serving communities throughout Gwinnett County in the Atlanta metropolitan area.
-
B.
Fulton County Transit
Fulton County Transit is a public transportation agency providing local bus services within Fulton County, New York.
-
C.
Butler County Regional Transit Authority
Butler County Regional Transit Authority is a public transportation agency that operates bus and transit services throughout Butler County, Ohio, including the city of Oxford.
-
D.
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.
-
E.
Johnson County Transit
Johnson County Transit is the public transportation agency providing bus and related transit services throughout Johnson County in the Kansas City metropolitan area.
- 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: Clayton County Transit Triple: [Clayton County Transit (via MARTA partnerships), shortName, Clayton County Transit]
Generated description
Clayton County Transit is the public bus service network in Clayton County, Georgia, operated in partnership with the Metropolitan Atlanta Rapid Transit Authority (MARTA).
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Clayton County Transit Target entity description: Clayton County Transit is the public bus service network in Clayton County, Georgia, operated in partnership with the Metropolitan Atlanta Rapid Transit Authority (MARTA).
-
A.
Gwinnett County Transit
Gwinnett County Transit is the public bus transportation system serving communities throughout Gwinnett County in the Atlanta metropolitan area.
-
B.
Fulton County Transit
Fulton County Transit is a public transportation agency providing local bus services within Fulton County, New York.
-
C.
Butler County Regional Transit Authority
Butler County Regional Transit Authority is a public transportation agency that operates bus and transit services throughout Butler County, Ohio, including the city of Oxford.
-
D.
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.
-
E.
Johnson County Transit
Johnson County Transit is the public transportation agency providing bus and related transit services throughout Johnson County in the Kansas City metropolitan area.
- 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_69d81c69b5c8819094aa1abf18302908 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de5fbbf0b08190ba1ea3657d6db005 |
completed | April 14, 2026, 3:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcd0b108908190b4b408f21ecb877a |
completed | May 7, 2026, 5:49 p.m. |
| NEDg | Description generation | batch_69fcd5533dc88190b0ca6c0d7d47d84e |
completed | May 7, 2026, 6:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fcd61f06e881909c3c42b83f858471 |
completed | May 7, 2026, 6:12 p.m. |
Created at: April 9, 2026, 10:22 p.m.