Triple
T13663763
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Los Banos, California |
E327062
|
entity |
| Predicate | hasOfficialName |
P66
|
FINISHED |
| Object | City of Los Banos |
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: City of Los Banos | Statement: [Los Banos, California, hasOfficialName, City of Los Banos]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Los Banos Context triple: [Los Banos, California, hasOfficialName, City of Los Banos]
-
A.
City of Madera
The City of Madera is a small Central Valley community in Madera County, California, known for its agricultural economy and role as a regional service and transportation hub.
-
B.
Dos Palos, California
Dos Palos, California is a small rural city in Merced County in California’s San Joaquin Valley, known for its agricultural community and farming-based economy.
-
C.
Atascadero
Atascadero is a small city in California’s Central Coast region known for its historic City Hall, wine country surroundings, and proximity to both coastal and inland attractions.
-
D.
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.
-
E.
Arroyo Grande Valley
Arroyo Grande Valley is a cool-climate wine region in California’s Central Coast known for producing high-quality Pinot Noir and Chardonnay.
- 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_69d8076d8270819092afc2f0e9c359a8 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbc622a07c81909ef7fb55e719dd9a |
completed | April 12, 2026, 4:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f78b0ac4c88190ab6f753c6847eb6e |
completed | May 3, 2026, 5:51 p.m. |
Created at: April 9, 2026, 9:52 p.m.