Triple
T1910993
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | San Luis, Arizona |
E38109
|
entity |
| Predicate | borderCityWith |
P15361
|
FINISHED |
| Object | San Luis Río Colorado, Sonora, Mexico |
E121215
|
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 Luis Río Colorado, Sonora, Mexico | Statement: [San Luis, Arizona, borderCityWith, San Luis Río Colorado, Sonora, Mexico]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: San Luis Río Colorado, Sonora, Mexico Context triple: [San Luis, Arizona, borderCityWith, San Luis Río Colorado, Sonora, Mexico]
-
A.
San Luis Río Colorado, Sonora
chosen
San Luis Río Colorado, Sonora is a Mexican border city in northwestern Sonora located along the Colorado River across from Arizona, known for its role in cross-border trade and agriculture.
-
B.
San Luis, Arizona, United States
San Luis, Arizona, United States, is a small border city in southwestern Arizona known for its location along the U.S.–Mexico border and as the place where labor leader César Chávez died.
-
C.
Navojoa, Sonora, Mexico
Navojoa, Sonora, Mexico is a city in southern Sonora known as an agricultural center in the Mayo River valley and as the birthplace of famed Major League Baseball pitcher Fernando Valenzuela.
-
D.
Guadalupe, Arizona
Guadalupe, Arizona is a small, predominantly Yaqui and Mexican-American town in Maricopa County known for its rich cultural traditions and location between Phoenix and Tempe.
-
E.
Sonora
Sonora is a large northwestern Mexican state bordering the United States, known for its desert landscapes, cattle ranching, and significant industrial and agricultural production.
- 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: borderCityWith Context triple: [San Luis, Arizona, borderCityWith, San Luis Río Colorado, Sonora, Mexico]
-
A.
borderedBy
Indicates that one entity shares a common boundary or edge with another entity.
-
B.
provinceBordering
Indicates that two provinces share a common boundary or border with each other.
-
C.
hasBorderCity
chosen
Indicates that one location is a city situated on or very near the border of another geographic or political region.
-
D.
countryBordering
Indicates that one country shares a land or maritime boundary directly with another country.
-
E.
sharesInternationalBorderWith
Indicates that two geographic or political entities have a common boundary that is recognized as an international border.
- 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_69a8862a26088190aae5243695aeefc0 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb34d94fc8190a5bf1e582c77c725 |
completed | March 7, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adeaffbc2c81908303548fac82ff52 |
completed | March 8, 2026, 9:32 p.m. |
| PD | Predicate disambiguation | batch_69abafeba3d88190afcce67483d8625b |
completed | March 7, 2026, 4:56 a.m. |
Created at: March 4, 2026, 7:35 p.m.