Triple
T13721957
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Calexico Unified School District |
E329057
|
entity |
| Predicate | borderCityServed |
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: [Calexico Unified School District, borderCityServed, Calexico]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Calexico Context triple: [Calexico Unified School District, borderCityServed, 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: borderCityServed Context triple: [Calexico Unified School District, borderCityServed, 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.
alternativeCityServed
Indicates that one city functions as an alternative service location for another city, typically in contexts like transportation or logistics.
-
C.
townServed
Indicates that a given service, facility, or infrastructure serves or provides coverage to a particular town.
-
D.
cityServedType
Indicates the type or category of city that is served by a given entity (such as a facility, service, or infrastructure).
-
E.
cityServedRegion
Indicates that a city provides services to, or functions as an administrative or economic center for, a specified region.
- 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_69d80770b9bc81909f70c8c317d53cff |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69de01f3b46481909ceedfa78e9ca92b |
completed | April 14, 2026, 8:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f79d5e1ecc8190a9fec550a99702c0 |
completed | May 3, 2026, 7:09 p.m. |
| PD | Predicate disambiguation | batch_69dbbe92d77c81908e0244cffb7f78c5 |
completed | April 12, 2026, 3:47 p.m. |
Created at: April 9, 2026, 9:55 p.m.