Triple
T4704119
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pinal County, Arizona |
E104347
|
entity |
| Predicate | largestCity |
P235
|
FINISHED |
| Object |
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.
|
E525610
|
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: San Tan Valley, Arizona | Statement: [Pinal County, Arizona, largestCity, San Tan Valley, Arizona]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: San Tan Valley, Arizona Context triple: [Pinal County, Arizona, largestCity, San Tan Valley, Arizona]
-
A.
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.
-
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.
El Mirage, Arizona
El Mirage, Arizona is a small suburban city in Maricopa County, part of the Phoenix metropolitan area in the American Southwest.
-
D.
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.
-
E.
Chino Valley, Arizona
Chino Valley, Arizona is a small rural town in central Arizona known for its high-desert landscape, ranching heritage, and role as a residential community near Prescott.
- 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: San Tan Valley, Arizona Triple: [Pinal County, Arizona, largestCity, San Tan Valley, Arizona]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: San Tan Valley, Arizona Target entity description: 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.
-
A.
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.
-
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.
El Mirage, Arizona
El Mirage, Arizona is a small suburban city in Maricopa County, part of the Phoenix metropolitan area in the American Southwest.
-
D.
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.
-
E.
Chino Valley, Arizona
Chino Valley, Arizona is a small rural town in central Arizona known for its high-desert landscape, ranching heritage, and role as a residential community near Prescott.
- 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_69bd43e9b88481908582103dcadff3d9 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd63d1e9c48190bad5f7d68bf0f622 |
completed | March 20, 2026, 3:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf953024f88190abca4affb92eca13 |
completed | March 22, 2026, 7:07 a.m. |
| NEDg | Description generation | batch_69bf959d89f481908805f8c0cd5f18b3 |
completed | March 22, 2026, 7:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf95ef77b48190907c836fbc524f19 |
completed | March 22, 2026, 7:10 a.m. |
Created at: March 20, 2026, 1:17 p.m.