Triple
T8656399
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | East Valley |
E205428
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object | Guadalupe, Arizona |
E159278
|
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: Guadalupe, Arizona | Statement: [East Valley, hasCity, Guadalupe, Arizona]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Guadalupe, Arizona Context triple: [East Valley, hasCity, Guadalupe, Arizona]
-
A.
Guadalupe, Arizona
chosen
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.
-
B.
Sahuarita, Arizona
Sahuarita, Arizona is a rapidly growing town in southern Arizona known for its planned communities, proximity to Tucson, and views of the Santa Rita Mountains.
-
C.
Amado, Arizona
Amado, Arizona is a small unincorporated community in southern Arizona known for its proximity to astronomical observatories and scenic desert landscapes.
-
D.
Arivaca, Arizona
Arivaca, Arizona is a small unincorporated rural community in southern Arizona near the U.S.–Mexico border, known for its historic mining and ranching roots.
-
E.
Marana, Arizona
Marana, Arizona is a growing suburban town in southern Arizona known for its agriculture, outdoor recreation, and proximity to the Tucson metropolitan area.
- 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_69cecce40c248190b4f2b21a1ecde80b |
completed | April 2, 2026, 8:09 p.m. |
Created at: March 30, 2026, 6:30 p.m.