Triple
T2795936
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walnut Creek, California |
E53035
|
entity |
| Predicate | hasPublicTransitAgency |
P1288
|
FINISHED |
| Object |
County Connection
County Connection is a public transit agency serving bus and paratransit routes in central Contra Costa County in the San Francisco Bay Area.
|
E298676
|
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: County Connection | Statement: [Walnut Creek, California, hasPublicTransitAgency, County Connection]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: County Connection Context triple: [Walnut Creek, California, hasPublicTransitAgency, County Connection]
-
A.
AmericanConnection
AmericanConnection was a regional airline brand used by American Airlines for its feeder services operated by various partner carriers.
-
B.
Heartland Village
Heartland Village is a primarily residential neighborhood located near the center of Staten Island in New York City.
-
C.
The Gathering Place
The Gathering Place is a popular nickname for Oahu, the most populous Hawaiian island and home to the state capital, Honolulu.
-
D.
Canadian County
Canadian County is a county in central Oklahoma that forms part of the Oklahoma City metropolitan area.
-
E.
Cowens
Cowens is the surname of Dave Cowens, a Hall of Fame American basketball player best known for his career with the Boston Celtics.
- 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: County Connection Triple: [Walnut Creek, California, hasPublicTransitAgency, County Connection]
Generated description
County Connection is a public transit agency serving bus and paratransit routes in central Contra Costa County in the San Francisco Bay Area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: County Connection Target entity description: County Connection is a public transit agency serving bus and paratransit routes in central Contra Costa County in the San Francisco Bay Area.
-
A.
AmericanConnection
AmericanConnection was a regional airline brand used by American Airlines for its feeder services operated by various partner carriers.
-
B.
Heartland Village
Heartland Village is a primarily residential neighborhood located near the center of Staten Island in New York City.
-
C.
The Gathering Place
The Gathering Place is a popular nickname for Oahu, the most populous Hawaiian island and home to the state capital, Honolulu.
-
D.
Canadian County
Canadian County is a county in central Oklahoma that forms part of the Oklahoma City metropolitan area.
-
E.
Cowens
Cowens is the surname of Dave Cowens, a Hall of Fame American basketball player best known for his career with the Boston Celtics.
- 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_69ab495a90788190941b6917e1eca3a6 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abddef754081908e6218dc2208e0fd |
completed | March 7, 2026, 8:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc6646c2c81908157d8f03cb8376d |
completed | March 10, 2026, 7:21 a.m. |
| NEDg | Description generation | batch_69afc70a4e008190a846d23e1aa73bb1 |
completed | March 10, 2026, 7:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc7907be88190b70458ed735261e8 |
completed | March 10, 2026, 7:26 a.m. |
Created at: March 6, 2026, 9:58 p.m.