Triple
T5834472
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pima County, Arizona |
E129433
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Green Valley, Arizona
Green Valley, Arizona is a retirement-oriented unincorporated community in southern Arizona known for its golf courses, warm climate, and proximity to Tucson.
|
E553393
|
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: Green Valley, Arizona | Statement: [Pima County, Arizona, contains, Green Valley, Arizona]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Green Valley, Arizona Context triple: [Pima County, Arizona, contains, Green Valley, Arizona]
-
A.
Prescott Valley, Arizona
Prescott Valley, Arizona is a rapidly growing suburban town in central Arizona known for its family-oriented communities and proximity to the Prescott National Forest.
-
B.
San Tan Valley, Arizona
San Tan Valley, Arizona is a rapidly growing unincorporated community in the Phoenix metropolitan area known for its suburban residential developments and proximity to the San Tan Mountains.
-
C.
Camp Verde, Arizona
Camp Verde, Arizona is a small town in central Arizona’s Verde Valley known for its historic sites, agricultural heritage, and proximity to outdoor recreation areas.
-
D.
LeChee, Arizona
LeChee, Arizona is a small unincorporated community and Navajo Nation chapter located near Page in northern Arizona.
-
E.
Bellemont, Arizona
Bellemont, Arizona is a small unincorporated community in northern Arizona, located along historic Route 66 just west of Flagstaff in the high country of Coconino County.
- 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: Green Valley, Arizona Triple: [Pima County, Arizona, contains, Green Valley, Arizona]
Generated description
Green Valley, Arizona is a retirement-oriented unincorporated community in southern Arizona known for its golf courses, warm climate, and proximity to Tucson.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Green Valley, Arizona Target entity description: Green Valley, Arizona is a retirement-oriented unincorporated community in southern Arizona known for its golf courses, warm climate, and proximity to Tucson.
-
A.
Prescott Valley, Arizona
Prescott Valley, Arizona is a rapidly growing suburban town in central Arizona known for its family-oriented communities and proximity to the Prescott National Forest.
-
B.
San Tan Valley, Arizona
San Tan Valley, Arizona is a rapidly growing unincorporated community in the Phoenix metropolitan area known for its suburban residential developments and proximity to the San Tan Mountains.
-
C.
Camp Verde, Arizona
Camp Verde, Arizona is a small town in central Arizona’s Verde Valley known for its historic sites, agricultural heritage, and proximity to outdoor recreation areas.
-
D.
LeChee, Arizona
LeChee, Arizona is a small unincorporated community and Navajo Nation chapter located near Page in northern Arizona.
-
E.
Bellemont, Arizona
Bellemont, Arizona is a small unincorporated community in northern Arizona, located along historic Route 66 just west of Flagstaff in the high country of Coconino County.
- 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_69c0084af79c81908af128ccc29983d0 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c034a1e6a88190b1aac05511793315 |
completed | March 22, 2026, 6:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0b0ef1c988190b452158b560cf39f |
completed | March 23, 2026, 3:18 a.m. |
| NEDg | Description generation | batch_69c0b1e5cdc081908d0d2b76701d20ea |
completed | March 23, 2026, 3:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0b24d7d148190901e233d815d21ad |
completed | March 23, 2026, 3:23 a.m. |
Created at: March 22, 2026, 3:54 p.m.