Triple
T11504759
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | TX-16 |
E272752
|
entity |
| Predicate | borderCommunityFocus |
P55550
|
FINISHED |
| Object | El Paso–Ciudad Juárez region |
E262724
|
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: El Paso–Ciudad Juárez region | Statement: [TX-16, borderCommunityFocus, El Paso–Ciudad Juárez region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: El Paso–Ciudad Juárez region Context triple: [TX-16, borderCommunityFocus, El Paso–Ciudad Juárez region]
-
A.
El Paso–Juárez metropolitan area
chosen
The El Paso–Juárez metropolitan area is a major binational urban region spanning the U.S.–Mexico border, centered on the cities of El Paso, Texas, and Ciudad Juárez, Chihuahua, and closely linked through extensive economic, social, and cultural ties.
-
B.
Paso del Norte region
The Paso del Norte region is a transborder area encompassing communities around the Rio Grande where West Texas, southern New Mexico, and northern Chihuahua meet, centered on the binational El Paso–Ciudad Juárez urban corridor.
-
C.
San Luis–Yuma metropolitan area
The San Luis–Yuma metropolitan area is a binational urban region spanning parts of southwestern Arizona in the United States and northwestern Sonora in Mexico, centered around the cities of Yuma and San Luis Río Colorado.
-
D.
Mexicali metropolitan area
The Mexicali metropolitan area is a major urban and economic center in northern Baja California, Mexico, forming a cross-border conurbation with Calexico, California.
-
E.
Brownsville–Matamoros metropolitan area
The Brownsville–Matamoros metropolitan area is a major transborder urban region spanning Brownsville, Texas, and Matamoros, Tamaulipas, serving as a key hub for U.S.–Mexico trade, culture, and daily cross-border movement.
- 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: borderCommunityFocus Context triple: [TX-16, borderCommunityFocus, El Paso–Ciudad Juárez region]
-
A.
crossBorderCommunity
chosen
Indicates a relationship where a community spans or connects populations across one or more political or geographic borders.
-
B.
borderConcern
Indicates a relationship where one entity has issues, disputes, or security considerations related to its shared boundary or border with another entity.
-
C.
borderRegion
Indicates a region that lies along or near the boundary separating two distinct geographic or political areas.
-
D.
borderRegime
Indicates the type, rules, or control system governing how movement or interaction is managed across a border between entities.
-
E.
borderStateNearby
Indicates that one state is geographically close to, but does not necessarily directly touch, the border of another state.
- 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_69d6aae2c3748190bed2ea50dfb160dc |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d86db2f4b08190801de1b773932f59 |
completed | April 10, 2026, 3:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e624d666c081908253cea4e2da1a4a |
completed | April 20, 2026, 1:06 p.m. |
| PD | Predicate disambiguation | batch_69d808736c5c8190899b5b3b2e797f65 |
completed | April 9, 2026, 8:13 p.m. |
Created at: April 8, 2026, 9:36 p.m.