Triple
T12444079
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mexicali metropolitan area |
E297350
|
entity |
| Predicate | borderTwinCityWith |
P15361
|
FINISHED |
| Object | Calexico |
E64688
|
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: Calexico | Statement: [Mexicali metropolitan area, borderTwinCityWith, Calexico]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Calexico Context triple: [Mexicali metropolitan area, borderTwinCityWith, Calexico]
-
A.
Calexico
chosen
Calexico is a small border city in California’s Imperial Valley, directly adjacent to Mexicali, known for its strong cross-border cultural and economic ties with Mexico.
-
B.
Curtilles
Curtilles is a small municipality in the canton of Vaud in western Switzerland, situated in the Broye-Vully district.
-
C.
Against the Day
Against the Day is a sprawling, genre-blending historical novel by Thomas Pynchon that spans the late 19th and early 20th centuries, weaving together adventure, science, politics, and metaphysical speculation.
-
D.
The String Cheese Incident
The String Cheese Incident is an American jam band known for its improvisational live shows and eclectic fusion of rock, bluegrass, electronic, and world music.
-
E.
Khruangbin
Khruangbin is a Texas-based trio known for their distinctive, mostly instrumental blend of psychedelic, funk, soul, and global influences.
- 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: borderTwinCityWith Context triple: [Mexicali metropolitan area, borderTwinCityWith, Calexico]
-
A.
hasBorderCity
chosen
Indicates that one location is a city situated on or very near the border of another geographic or political region.
-
B.
borderRegion
Indicates a region that lies along or near the boundary separating two distinct geographic or political areas.
-
C.
borderedBy
Indicates that one entity shares a common boundary or edge with another entity.
-
D.
borderCityOnUSSide
Indicates that a city is located on the U.S. side of an international border shared with another country.
-
E.
borderStreet
Indicates that a street forms or lies along the boundary between two geographic areas or properties.
- 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_69d6ada166c48190b902972cd2408fa3 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d95151e7348190a1d4953a8b416a13 |
completed | April 10, 2026, 7:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6556839908190ac0401d373ad0fa9 |
completed | May 2, 2026, 7:50 p.m. |
| PD | Predicate disambiguation | batch_69d94d3c27a08190a0237200203e476d |
completed | April 10, 2026, 7:19 p.m. |
Created at: April 8, 2026, 9:55 p.m.