Triple
T17341235
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walnut Valley Unified School District |
E421070
|
entity |
| Predicate | servesCity |
P82
|
FINISHED |
| Object | Walnut, California |
—
|
NE ONNED1 |
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: Walnut, California | Statement: [Walnut Valley Unified School District, servesCity, Walnut, California]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walnut, California Context triple: [Walnut Valley Unified School District, servesCity, Walnut, California]
-
A.
Walnut, California
chosen
Walnut, California is a suburban city in eastern Los Angeles County known for its highly ranked public schools, affluent residential neighborhoods, and location near the San Jose Hills.
-
B.
Williams, California
Williams, California is a small agricultural city in Colusa County known as a gateway stop along Interstate 5 in the Sacramento Valley.
-
C.
Weldon, California
Weldon, California is a small unincorporated community in Kern County located in the Kern River Valley near Lake Isabella in the southern Sierra Nevada region.
-
D.
Woodside, California
Woodside, California is an affluent, semi-rural town on the San Francisco Peninsula known for its large estates, equestrian culture, and proximity to Silicon Valley.
-
E.
Whittier, California
Whittier, California is a suburban city in Los Angeles County known for its historic downtown, Quaker roots, and role as the hometown of President Richard Nixon.
- 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_69d889d3adc881909319f1edb8d2a956 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e43a15f6488190ad7d489e7391ab12 |
completed | April 19, 2026, 2:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a019552a0208190bd8bd0f9588911c3 |
in_progress | May 11, 2026, 8:37 a.m. |
Created at: April 10, 2026, 5:44 a.m.