Triple
T16519169
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Corcoran, California |
E401269
|
entity |
| Predicate | hasPublicTransit |
P522
|
FINISHED |
| Object |
Kings Area Rural Transit
Kings Area Rural Transit is a public transportation agency serving residents and communities in and around Kings County in California’s Central Valley.
|
E1218528
|
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: Kings Area Rural Transit | Statement: [Corcoran, California, hasPublicTransit, Kings Area Rural Transit]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kings Area Rural Transit Context triple: [Corcoran, California, hasPublicTransit, Kings Area Rural Transit]
-
A.
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.
-
B.
Kern Transit bus service
Kern Transit bus service is a public transportation system in Kern County, California, providing bus routes that connect communities such as Oildale with surrounding areas.
-
C.
Helena Area Transit System
Helena Area Transit System is the primary public bus service providing local transportation within Helena, Montana.
-
D.
Omnitrans
Omnitrans is the primary public bus transit agency serving San Bernardino County and surrounding communities in Southern California.
-
E.
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.
- 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: Kings Area Rural Transit Triple: [Corcoran, California, hasPublicTransit, Kings Area Rural Transit]
Generated description
Kings Area Rural Transit is a public transportation agency serving residents and communities in and around Kings County in California’s Central Valley.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kings Area Rural Transit Target entity description: Kings Area Rural Transit is a public transportation agency serving residents and communities in and around Kings County in California’s Central Valley.
-
A.
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.
-
B.
Kern Transit bus service
Kern Transit bus service is a public transportation system in Kern County, California, providing bus routes that connect communities such as Oildale with surrounding areas.
-
C.
Helena Area Transit System
Helena Area Transit System is the primary public bus service providing local transportation within Helena, Montana.
-
D.
Omnitrans
Omnitrans is the primary public bus transit agency serving San Bernardino County and surrounding communities in Southern California.
-
E.
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.
- 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_69d883838abc8190bc79cb2d41733ce2 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e32e7ec45c8190b5e2c4a5f707e332 |
completed | April 18, 2026, 7:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a006086c0a881908976103f8a144f69 |
completed | May 10, 2026, 10:40 a.m. |
| NEDg | Description generation | batch_6a006133a9148190af5bc0cec8ad6695 |
completed | May 10, 2026, 10:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0061c85d5481909628c2fddbcf0d54 |
completed | May 10, 2026, 10:45 a.m. |
Created at: April 10, 2026, 5:14 a.m.