Triple
T10077442
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shafter |
E213804
|
entity |
| Predicate | locatedInDesertOrValley |
P64525
|
FINISHED |
| Object | San Joaquin Valley |
E72648
|
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: San Joaquin Valley | Statement: [Shafter, locatedInDesertOrValley, San Joaquin Valley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: San Joaquin Valley Context triple: [Shafter, locatedInDesertOrValley, San Joaquin Valley]
-
A.
San Joaquin Valley
chosen
The San Joaquin Valley is a major agricultural region in central California known for its extensive farming and reliance on large-scale irrigation systems.
-
B.
Central Valley
Central Valley is a major agricultural and wine-producing lowland in Chile’s Maule Region, characterized by fertile plains and a temperate climate.
-
C.
Central Valley
Central Valley is the most populous and economically important region of Costa Rica, encompassing the capital San José and several other major cities in a highland plateau.
-
D.
Central Valley
The Central Valley is a vast, fertile agricultural region in California that serves as one of the most productive farming areas in the world.
-
E.
Sacramento Valley
Sacramento Valley is the northern portion of California’s Central Valley, known for its extensive agriculture, river systems, and the state capital, Sacramento.
- 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: locatedInDesertOrValley Context triple: [Shafter, locatedInDesertOrValley, San Joaquin Valley]
-
A.
isLocatedInDesert
chosen
Indicates that something exists or is situated within a desert region or environment.
-
B.
locatedInDesertTransitionZone
Indicates that something is situated in a geographical area where desert conditions gradually transition into a different type of ecosystem.
-
C.
hasNearbyDesert
Indicates that one entity is located close to or in the vicinity of a desert region associated with another entity.
-
D.
hasHighDesertPlateaus
Indicates that a place or region contains elevated, flat-topped landforms characteristic of high desert plateaus.
-
E.
desertsFrom
Indicates that an entity abandons or leaves allegiance to another entity, typically in a disloyal or unauthorized manner.
- 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_69ca839bf730819086900c323c9b8c95 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cdd02f47e08190bfeb641b202beecc |
completed | April 2, 2026, 2:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2cbc0388c8190bc10d462068c9e38 |
completed | April 5, 2026, 8:53 p.m. |
| PD | Predicate disambiguation | batch_69cd4b97870481908f7a89df10d58a9e |
completed | April 1, 2026, 4:45 p.m. |
Created at: March 30, 2026, 8:59 p.m.