Triple
T5005911
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Empire, California |
E112489
|
entity |
| Predicate | hasPrimaryCountySeat |
P59885
|
FINISHED |
| Object | Modesto, California |
E27086
|
NE FINISHED |
How this triple was built (3 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: Modesto, California | Statement: [Empire, California, hasPrimaryCountySeat, Modesto, California]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Modesto, California Context triple: [Empire, California, hasPrimaryCountySeat, Modesto, California]
-
A.
Modesto
chosen
Modesto is a mid-sized city in California’s Central Valley known for its agricultural economy, historic connection to the railroads, and as the hometown setting inspiration for George Lucas’s film "American Graffiti."
-
B.
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.
-
C.
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.
-
D.
Turlock
Turlock is a city in California’s Central Valley known for its agricultural economy and proximity to California State University, Stanislaus.
-
E.
Mendota, California
Mendota, California is a small agricultural city in Fresno County in California’s San Joaquin Valley.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasPrimaryCountySeat Context triple: [Empire, California, hasPrimaryCountySeat, Modesto, California]
-
A.
hasCountySeatCity
chosen
Indicates that a county has a specific city that serves as its official administrative center or county seat.
-
B.
hasCountySeatFeature
Indicates that a county has a specific feature serving as its official county seat (administrative center).
-
C.
hasCountySeatFunction
Indicates that an entity serves as the official county seat, functioning as the administrative center for a county.
-
D.
hasCountySeatOf
Indicates that a place serves as the administrative county seat (capital) of a specified county.
-
E.
hasCountySeatWithRole
Indicates that a county has a designated county seat that fulfills a specific administrative or governmental role.
- F. None of above.
Provenance (4 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_69bd4433d0b08190877e83959ef40d81 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd730a7590819088ab8d49c5c88c2f |
completed | March 20, 2026, 4:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bec34a07c0819089953ebcbe9cc3ff |
completed | March 21, 2026, 4:11 p.m. |
| PD | Predicate disambiguation | batch_69bd714cbc448190aa53a8a83d768b64 |
completed | March 20, 2026, 4:09 p.m. |
Created at: March 20, 2026, 1:35 p.m.