Triple
T1911024
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | San Luis, Arizona |
E38109
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object |
Southwest Arizona
Southwest Arizona is a desert region of the U.S. state of Arizona known for its hot, arid climate, border communities, and proximity to the Colorado River and Mexico.
|
E215761
|
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: Southwest Arizona | Statement: [San Luis, Arizona, region, Southwest Arizona]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Southwest Arizona Context triple: [San Luis, Arizona, region, Southwest Arizona]
-
A.
southeastern Arizona
Southeastern Arizona is a region of the U.S. state of Arizona known for its desert landscapes, mountain ranges, and proximity to the U.S.–Mexico border.
-
B.
Southern Arizona
Southern Arizona is a desert region of the U.S. state of Arizona known for its warm climate, Sonoran Desert landscapes, and major urban center Tucson.
-
C.
Colorado Desert
The Colorado Desert is a low-elevation, arid subregion of the larger Sonoran Desert in southeastern California, characterized by hot temperatures, sparse vegetation, and unique desert ecosystems.
-
D.
Sonoran–Mojave transition zone
The Sonoran–Mojave transition zone is an ecologically rich region in the southwestern United States where the Sonoran and Mojave Deserts overlap, creating a unique blend of plant and animal communities from both desert ecosystems.
-
E.
north-central Arizona
North-central Arizona is a high-desert region of the U.S. state of Arizona known for its pine forests, mountainous terrain, and historic towns such as Prescott and Flagstaff.
- 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: Southwest Arizona Triple: [San Luis, Arizona, region, Southwest Arizona]
Generated description
Southwest Arizona is a desert region of the U.S. state of Arizona known for its hot, arid climate, border communities, and proximity to the Colorado River and Mexico.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Southwest Arizona Target entity description: Southwest Arizona is a desert region of the U.S. state of Arizona known for its hot, arid climate, border communities, and proximity to the Colorado River and Mexico.
-
A.
southeastern Arizona
Southeastern Arizona is a region of the U.S. state of Arizona known for its desert landscapes, mountain ranges, and proximity to the U.S.–Mexico border.
-
B.
Southern Arizona
Southern Arizona is a desert region of the U.S. state of Arizona known for its warm climate, Sonoran Desert landscapes, and major urban center Tucson.
-
C.
Colorado Desert
The Colorado Desert is a low-elevation, arid subregion of the larger Sonoran Desert in southeastern California, characterized by hot temperatures, sparse vegetation, and unique desert ecosystems.
-
D.
Sonoran–Mojave transition zone
The Sonoran–Mojave transition zone is an ecologically rich region in the southwestern United States where the Sonoran and Mojave Deserts overlap, creating a unique blend of plant and animal communities from both desert ecosystems.
-
E.
north-central Arizona
North-central Arizona is a high-desert region of the U.S. state of Arizona known for its pine forests, mountainous terrain, and historic towns such as Prescott and Flagstaff.
- 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_69a8862a26088190aae5243695aeefc0 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb1b88db48190a9229a7416054a85 |
completed | March 7, 2026, 5:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adf3d5972881908856b75b324a1ad2 |
completed | March 8, 2026, 10:10 p.m. |
| NEDg | Description generation | batch_69adf44290748190b882559de536af09 |
completed | March 8, 2026, 10:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adf4d0ac58819096659706ef0785d0 |
completed | March 8, 2026, 10:14 p.m. |
Created at: March 4, 2026, 7:35 p.m.