Triple
T7451072
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Loop 101 |
E172008
|
entity |
| Predicate | regionServed |
P82
|
FINISHED |
| Object | Maricopa County, Arizona |
E22948
|
NE FINISHED |
Named-entity recognition
Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.
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: Maricopa County, Arizona | Statement: [Loop 101, regionServed, Maricopa County, Arizona]
Disambiguation candidates (1 decision)
The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maricopa County, Arizona Context triple: [Loop 101, regionServed, Maricopa County, Arizona]
-
A.
Maricopa County, Arizona
chosen
Maricopa County, Arizona is the most populous county in the state, encompassing the Phoenix metropolitan area and serving as a major political, economic, and transportation hub of the American Southwest.
-
B.
Pima County, Arizona
Pima County, Arizona is a large county in southern Arizona that includes the city of Tucson and encompasses significant desert and mountain landscapes.
-
C.
Pinal County, Arizona
Pinal County, Arizona is a rapidly growing county in south-central Arizona situated between Phoenix and Tucson, known for its mix of desert landscapes, suburban communities, and agricultural areas.
-
D.
Mohave County, Arizona
Mohave County, Arizona is a large, sparsely populated county in northwestern Arizona known for encompassing parts of the Grand Canyon, Lake Mead, and several Native American reservations, including the Hualapai Indian Reservation.
-
E.
Maricopa, Arizona
Maricopa, Arizona is a rapidly growing city in the Sonoran Desert southwest of Phoenix, known for its suburban communities and proximity to major metropolitan amenities.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
| Stage | Batch ID | Job type | Status |
|---|---|---|---|
| creating | batch_69c68a66554c8190add75c65942c0317 |
elicitation | completed |
| NER | batch_69c6f38c28e08190956766a5222fe720 |
ner | completed |
| NED1 | batch_69c8e5664fb8819098ca2138e7c1e044 |
ned_source_triple | completed |
Created at: March 27, 2026, 3:14 p.m.