Triple
T6800743
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southern Oklahoma |
E156180
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
U.S.–Mexico borderlands region
The U.S.–Mexico borderlands region is a culturally and historically interconnected area spanning parts of the southern United States and northern Mexico, characterized by cross-border economic ties, migration, and blended social identities.
|
E620639
|
NE FINISHED |
How this triple was built (4 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: U.S.–Mexico borderlands region | Statement: [Southern Oklahoma, partOf, U.S.–Mexico borderlands region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S.–Mexico borderlands region Context triple: [Southern Oklahoma, partOf, U.S.–Mexico borderlands region]
-
A.
Northwestern Mexico
Northwestern Mexico is a geographic region of Mexico along the Pacific coast known for its desert landscapes, coastal plains, and states such as Sinaloa, Sonora, and Baja California.
-
B.
Northeastern Mexico
Northeastern Mexico is a geographic region of Mexico that encompasses several northern states along the U.S. border, characterized by arid and semi-arid landscapes, industrial cities, and significant economic ties to the United States.
-
C.
Mexican Texas
Mexican Texas was the northeastern region of Mexico in the early 19th century, encompassing what is now Texas and serving as a frontier province marked by Anglo-American colonization, tensions over governance, and the roots of the Texas Revolution.
-
D.
Mexicali Valley
Mexicali Valley is a major agricultural region in northern Baja California, Mexico, known for its extensive irrigated farmlands and proximity to the U.S.–Mexico border.
-
E.
California Borderland region
The California Borderland region is a complex offshore and coastal area of Southern California and northern Baja California characterized by faulted basins, uplifted ridges, and active tectonics along the Pacific–North America plate boundary.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: U.S.–Mexico borderlands region Triple: [Southern Oklahoma, partOf, U.S.–Mexico borderlands region]
Generated description
The U.S.–Mexico borderlands region is a culturally and historically interconnected area spanning parts of the southern United States and northern Mexico, characterized by cross-border economic ties, migration, and blended social identities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S.–Mexico borderlands region Target entity description: The U.S.–Mexico borderlands region is a culturally and historically interconnected area spanning parts of the southern United States and northern Mexico, characterized by cross-border economic ties, migration, and blended social identities.
-
A.
Northwestern Mexico
Northwestern Mexico is a geographic region of Mexico along the Pacific coast known for its desert landscapes, coastal plains, and states such as Sinaloa, Sonora, and Baja California.
-
B.
Northeastern Mexico
Northeastern Mexico is a geographic region of Mexico that encompasses several northern states along the U.S. border, characterized by arid and semi-arid landscapes, industrial cities, and significant economic ties to the United States.
-
C.
Mexican Texas
Mexican Texas was the northeastern region of Mexico in the early 19th century, encompassing what is now Texas and serving as a frontier province marked by Anglo-American colonization, tensions over governance, and the roots of the Texas Revolution.
-
D.
Mexicali Valley
Mexicali Valley is a major agricultural region in northern Baja California, Mexico, known for its extensive irrigated farmlands and proximity to the U.S.–Mexico border.
-
E.
California Borderland region
The California Borderland region is a complex offshore and coastal area of Southern California and northern Baja California characterized by faulted basins, uplifted ridges, and active tectonics along the Pacific–North America plate boundary.
- F. None of above. chosen
Provenance (5 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_69c68826e6a48190a3d220b541e639de |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d2e595188190a0bb4b595df3adb2 |
completed | March 27, 2026, 6:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c71a9b0cc48190819380aeaf0228e7 |
completed | March 28, 2026, 12:02 a.m. |
| NEDg | Description generation | batch_69c71d64c2fc8190abda8b5a0f57291b |
completed | March 28, 2026, 12:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c71f3d4b8081908768c79642266431 |
completed | March 28, 2026, 12:22 a.m. |
Created at: March 27, 2026, 2:15 p.m.