Triple
T5834469
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pima County, Arizona |
E129433
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Oro Valley, Arizona
Oro Valley, Arizona is a suburban town north of Tucson known for its scenic Sonoran Desert setting, outdoor recreation, and affluent residential communities.
|
E576586
|
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: Oro Valley, Arizona | Statement: [Pima County, Arizona, contains, Oro Valley, Arizona]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oro Valley, Arizona Context triple: [Pima County, Arizona, contains, Oro Valley, Arizona]
-
A.
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.
-
B.
Scottsdale, Arizona
Scottsdale, Arizona is a resort city in the Sonoran Desert near Phoenix, known for its upscale tourism, golf courses, and vibrant arts and nightlife scenes.
-
C.
Fountain Hills, Arizona
Fountain Hills, Arizona is a suburban town in Maricopa County known for its large man-made fountain, scenic desert setting, and role as a residential community within the greater Phoenix metropolitan area.
-
D.
Tolleson, Arizona
Tolleson, Arizona is a small suburban city in Maricopa County within the Phoenix metropolitan area, known for its industrial base and proximity to major transportation routes.
-
E.
El Mirage, Arizona
El Mirage, Arizona is a small suburban city in Maricopa County, part of the Phoenix metropolitan area in the American Southwest.
- 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: Oro Valley, Arizona Triple: [Pima County, Arizona, contains, Oro Valley, Arizona]
Generated description
Oro Valley, Arizona is a suburban town north of Tucson known for its scenic Sonoran Desert setting, outdoor recreation, and affluent residential communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oro Valley, Arizona Target entity description: Oro Valley, Arizona is a suburban town north of Tucson known for its scenic Sonoran Desert setting, outdoor recreation, and affluent residential communities.
-
A.
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.
-
B.
Scottsdale, Arizona
Scottsdale, Arizona is a resort city in the Sonoran Desert near Phoenix, known for its upscale tourism, golf courses, and vibrant arts and nightlife scenes.
-
C.
Fountain Hills, Arizona
Fountain Hills, Arizona is a suburban town in Maricopa County known for its large man-made fountain, scenic desert setting, and role as a residential community within the greater Phoenix metropolitan area.
-
D.
Tolleson, Arizona
Tolleson, Arizona is a small suburban city in Maricopa County within the Phoenix metropolitan area, known for its industrial base and proximity to major transportation routes.
-
E.
El Mirage, Arizona
El Mirage, Arizona is a small suburban city in Maricopa County, part of the Phoenix metropolitan area in the American Southwest.
- 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_69c16e8061008190bab55d4f7cf38d04 |
completed | March 23, 2026, 4:46 p.m. |
| NEDg | Description generation | batch_69c1e3029cbc8190bed9449ec60412c0 |
completed | March 24, 2026, 1:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c1e42a4c848190bc3a9273d5a6e211 |
completed | March 24, 2026, 1:08 a.m. |
Created at: March 22, 2026, 3:54 p.m.