Triple
T8908109
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | San Luis Port of Entry |
E212111
|
entity |
| Predicate | nearbyCityUS |
P66684
|
FINISHED |
| Object | Yuma, Arizona |
E36508
|
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: Yuma, Arizona | Statement: [San Luis Port of Entry, nearbyCityUS, Yuma, Arizona]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Yuma, Arizona Context triple: [San Luis Port of Entry, nearbyCityUS, Yuma, Arizona]
-
A.
Yuma, Arizona
chosen
Yuma, Arizona is a southwestern Arizona city on the Colorado River known for its historic river crossing, desert climate, and role as a transportation and military hub near the California and Mexico borders.
-
B.
Sierra Vista, Arizona
Sierra Vista, Arizona is a city in southeastern Arizona that serves as a commercial, residential, and cultural hub for the surrounding region, closely associated with the nearby U.S. Army installation at Fort Huachuca.
-
C.
Roosevelt, Arizona
Roosevelt, Arizona is a small unincorporated community in central Arizona best known as the gateway to Theodore Roosevelt Lake and the Tonto National Monument.
-
D.
Bullhead City, Arizona
Bullhead City, Arizona is a desert community in Mohave County known for its location along the Colorado River across from Laughlin, Nevada, and its role as a regional hub for river recreation and tourism.
-
E.
Safford, Arizona
Safford, Arizona is a small city in southeastern Arizona that serves as a regional hub for agriculture and outdoor recreation in the Gila 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: nearbyCityUS Context triple: [San Luis Port of Entry, nearbyCityUS, Yuma, Arizona]
-
A.
hasNearbyUSCity
chosen
Indicates that one location has at least one city in the United States situated within a specified nearby distance.
-
B.
largestNearbyCity
Indicates that one city is the largest (by population, area, or another defined metric) among the cities located within a specified nearby region of another place or city.
-
C.
nearbyUrbanCenter
Indicates that one location is geographically close to an urban center, such as a city or large town.
-
D.
nearByCityState
Indicates that a city is geographically close to or within the same general area as a specified state.
-
E.
hasNearbyCityArea
Indicates that one area is geographically close to or adjacent to a city area.
- 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_69ca839255248190b43984294abd92ae |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc64c6a87c81909331a39619f913c0 |
completed | April 1, 2026, 12:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfeb2b4f048190a2d387b64975647a |
completed | April 3, 2026, 4:30 p.m. |
| PD | Predicate disambiguation | batch_69cc5ecf55248190a29f00fbf99f13c4 |
completed | March 31, 2026, 11:54 p.m. |
Created at: March 30, 2026, 6:55 p.m.