Triple
T8656398
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | East Valley |
E205428
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object | Fountain Hills, Arizona |
E410653
|
NE FINISHED |
How this triple was built (2 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: Fountain Hills, Arizona | Statement: [East Valley, hasCity, Fountain Hills, Arizona]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fountain Hills, Arizona Context triple: [East Valley, hasCity, Fountain Hills, Arizona]
-
A.
Fountain Hills, Arizona
chosen
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.
-
B.
Litchfield Park, Arizona
Litchfield Park, Arizona is a small, affluent suburban city in Maricopa County known for its planned community layout, palm-lined streets, and resort-style atmosphere in the Phoenix metropolitan area.
-
C.
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.
-
D.
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.
-
E.
Higley, Arizona
Higley, Arizona is a small unincorporated community in Maricopa County that has largely been annexed by neighboring cities such as Gilbert and Mesa.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca8350897c819086cde7596fbe5fe7 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc484569788190aa41395854684e6f |
completed | March 31, 2026, 10:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfdb7875448190a2478cbb623c31e6 |
completed | April 3, 2026, 3:23 p.m. |
Created at: March 30, 2026, 6:30 p.m.