Triple
T2085643
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | California State University, Stanislaus |
E45343
|
entity |
| Predicate | city |
P40
|
FINISHED |
| Object | Turlock, California |
E181842
|
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: Turlock, California | Statement: [California State University, Stanislaus, city, Turlock, California]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Turlock, California Context triple: [California State University, Stanislaus, city, Turlock, California]
-
A.
Turlock
chosen
Turlock is a city in California’s Central Valley known for its agricultural economy and proximity to California State University, Stanislaus.
-
B.
Tulare, California
Tulare, California is a small agricultural city in California’s San Joaquin Valley, known for its dairy industry and annual World Ag Expo.
-
C.
Merced
Merced is a city in California’s San Joaquin Valley known as a gateway to Yosemite National Park and home to the University of California, Merced.
-
D.
Visalia, California
Visalia, California is a mid-sized city in California's San Joaquin Valley that serves as a regional hub and primary gateway to Sequoia National Park.
-
E.
Reedley
Reedley is a small agricultural city in California’s San Joaquin Valley, known for its fruit production and rural community character.
- 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_69a8891869c88190a02643e3bb746f59 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abba54ec048190bfe378aef1cc8086 |
completed | March 7, 2026, 5:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae6aea7f58819081790c08791a5841 |
completed | March 9, 2026, 6:38 a.m. |
Created at: March 4, 2026, 7:41 p.m.