Triple
T1063033
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maricopa County, Arizona |
E22948
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object | Surprise, Arizona |
E69721
|
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: Surprise, Arizona | Statement: [Maricopa County, Arizona, contains, Surprise, Arizona]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Surprise, Arizona Context triple: [Maricopa County, Arizona, contains, Surprise, Arizona]
-
A.
Surprise, Arizona
chosen
Surprise, Arizona is a rapidly growing city in the Phoenix metropolitan area known for its modern suburban communities, sports facilities, and role as a major Cactus League spring training hub.
-
B.
Gilbert, Arizona
Gilbert, Arizona is a rapidly growing suburban town in the southeastern Phoenix metropolitan area known for its family-friendly neighborhoods, strong schools, and low crime rate.
-
C.
Buckeye, Arizona
Buckeye, Arizona is a rapidly growing suburban city in the western part of the Phoenix metropolitan area known for its desert landscapes and expanding residential communities.
-
D.
Mesa, Arizona
Mesa, Arizona is a large city in the Phoenix metropolitan area known for its desert climate, suburban communities, and role as a major spring training hub for Major League Baseball.
-
E.
Goodyear, Arizona
Goodyear, Arizona is a fast-growing suburban city in the West Valley of the Phoenix metropolitan area, known for its master-planned communities, spring training baseball facilities, and proximity to desert recreation.
- 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_69a493dada0481909c43649f9843ea91 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b8f68a54819084326d87c3498252 |
completed | March 1, 2026, 10:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acce55b5748190b54b8205a735ae89 |
completed | March 8, 2026, 1:18 a.m. |
Created at: March 1, 2026, 7:42 p.m.