Triple
T4397837
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Bus (Merced County Transit) |
E99535
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object | Los Banos, California |
E327062
|
NE FINISHED |
How this triple was built (2 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: Los Banos, California | Statement: [The Bus (Merced County Transit), serves, Los Banos, California]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Los Banos, California Context triple: [The Bus (Merced County Transit), serves, Los Banos, California]
-
A.
Los Banos, California
chosen
Los Banos, California is a small agricultural city in Merced County in the San Joaquin Valley, known as a gateway to nearby reservoirs, wildlife refuges, and outdoor recreation areas.
-
B.
San Juan Bautista, California
San Juan Bautista, California is a small historic town in San Benito County known for its well-preserved Spanish mission, 19th-century architecture, and role in early California history.
-
C.
Soledad, California
Soledad, California is a small agricultural city in Monterey County best known as the primary gateway to Pinnacles National Park.
-
D.
San Jacinto, California
San Jacinto, California is a small city in Riverside County known for its historic roots, proximity to the San Jacinto Mountains, and role as part of the Inland Empire region.
-
E.
Castro Valley, California
Castro Valley, California is a suburban unincorporated community in Alameda County known for its residential neighborhoods, proximity to the East Bay hills, and access to regional parks and commuting routes.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69b345506b408190b0e3dee616738a7d |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b352adce588190b9e6ed53458aa1e1 |
completed | March 12, 2026, 11:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5e53ae7bc8190b216319e522b11c6 |
completed | March 14, 2026, 10:46 p.m. |
Created at: March 12, 2026, 11:20 p.m.