Triple
T4014190
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cabeza Prieta National Wildlife Refuge |
E90715
|
entity |
| Predicate | nearestCity |
P350
|
FINISHED |
| Object |
Ajo, Arizona
Ajo, Arizona is a small historic mining town in southern Arizona that now serves as a gateway community to nearby desert wilderness areas and wildlife refuges.
|
E406407
|
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: Ajo, Arizona | Statement: [Cabeza Prieta National Wildlife Refuge, nearestCity, Ajo, Arizona]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ajo, Arizona Context triple: [Cabeza Prieta National Wildlife Refuge, nearestCity, Ajo, Arizona]
-
A.
LeChee, Arizona
LeChee, Arizona is a small unincorporated community and Navajo Nation chapter located near Page in northern Arizona.
-
B.
Guadalupe, Arizona
Guadalupe, Arizona is a small, predominantly Yaqui and Mexican-American town in Maricopa County known for its rich cultural traditions and location between Phoenix and Tempe.
-
C.
Winona, Arizona
Winona, Arizona is a small unincorporated community in Coconino County best known for its mention in the classic Route 66 song lyric “Don’t forget Winona.”
-
D.
Bouse, Arizona
Bouse, Arizona is a small unincorporated desert community and former mining and railroad town in western Arizona.
-
E.
Wellton, Arizona
Wellton, Arizona is a small town in southwestern Arizona known for its agricultural surroundings and location along Interstate 8 east of Yuma.
- 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: Ajo, Arizona Triple: [Cabeza Prieta National Wildlife Refuge, nearestCity, Ajo, Arizona]
Generated description
Ajo, Arizona is a small historic mining town in southern Arizona that now serves as a gateway community to nearby desert wilderness areas and wildlife refuges.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ajo, Arizona Target entity description: Ajo, Arizona is a small historic mining town in southern Arizona that now serves as a gateway community to nearby desert wilderness areas and wildlife refuges.
-
A.
LeChee, Arizona
LeChee, Arizona is a small unincorporated community and Navajo Nation chapter located near Page in northern Arizona.
-
B.
Guadalupe, Arizona
Guadalupe, Arizona is a small, predominantly Yaqui and Mexican-American town in Maricopa County known for its rich cultural traditions and location between Phoenix and Tempe.
-
C.
Winona, Arizona
Winona, Arizona is a small unincorporated community in Coconino County best known for its mention in the classic Route 66 song lyric “Don’t forget Winona.”
-
D.
Bouse, Arizona
Bouse, Arizona is a small unincorporated desert community and former mining and railroad town in western Arizona.
-
E.
Wellton, Arizona
Wellton, Arizona is a small town in southwestern Arizona known for its agricultural surroundings and location along Interstate 8 east of Yuma.
- 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_69aed95e44088190aff7d90a151b1b20 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefa8ad6348190b71feaf8c18c90c2 |
completed | March 9, 2026, 4:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b54c73e6048190a59a8d8bc12c907d |
completed | March 14, 2026, 11:54 a.m. |
| NEDg | Description generation | batch_69b54d1898d48190b717a17ad366918d |
completed | March 14, 2026, 11:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b54ded2e6c8190a6dc9ce2f5d474b8 |
completed | March 14, 2026, noon |
Created at: March 9, 2026, 3:35 p.m.