Triple
T8563897
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | San Luis Obispo |
E202755
|
entity |
| Predicate | locatedInMetropolitanArea |
P294
|
FINISHED |
| Object | San Luis Obispo County metropolitan area |
E603103
|
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: San Luis Obispo County metropolitan area | Statement: [San Luis Obispo, locatedInMetropolitanArea, San Luis Obispo County metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: San Luis Obispo County metropolitan area Context triple: [San Luis Obispo, locatedInMetropolitanArea, San Luis Obispo County metropolitan area]
-
A.
San Luis Obispo–Paso Robles metropolitan area
chosen
The San Luis Obispo–Paso Robles metropolitan area is a small coastal California metro region centered on the cities of San Luis Obispo and Paso Robles, known for its wine country, tourism, and college-town character.
-
B.
San Luis Obispo County
San Luis Obispo County is a coastal county in California known for its scenic Central Coast landscapes, vineyards, and the city of San Luis Obispo.
-
C.
Santa Barbara metropolitan area
The Santa Barbara metropolitan area is a coastal urban region in Southern California centered on the city of Santa Barbara and its surrounding communities, known for its Mediterranean climate, beaches, and affluent residential areas.
-
D.
Fresno–Clovis metropolitan area
The Fresno–Clovis metropolitan area is a major urban region in California’s San Joaquin Valley centered on the cities of Fresno and Clovis, known for its agricultural economy and role as a regional hub for commerce, education, and transportation.
-
E.
Monterey County, California
Monterey County, California is a coastal county in central California known for its scenic Pacific shoreline, agriculture-rich Salinas Valley, and popular destinations like Monterey, Carmel-by-the-Sea, and Big Sur.
- 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_69ca8326e6c881908ff720d6abaebdc5 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe9d11274819099cc33a21a993a1f |
completed | March 31, 2026, 3:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cea87badf081909727808f0e14ae45 |
completed | April 2, 2026, 5:33 p.m. |
Created at: March 30, 2026, 6:20 p.m.