Triple
T4608219
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maricopa Association of Governments |
E100488
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object | Maricopa County |
E22948
|
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: Maricopa County | Statement: [Maricopa Association of Governments, serves, Maricopa County]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maricopa County Context triple: [Maricopa Association of Governments, serves, Maricopa County]
-
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.
Torrance County
Torrance County is a largely rural county in central New Mexico known for its high plains landscape and small, dispersed communities.
-
D.
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.
-
E.
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.
- 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_69bd43cce1e08190a07d53af6a9b6c24 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd599debdc81909d11d0e871c666bb |
completed | March 20, 2026, 2:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be438d66088190b062c8bf4ceba653 |
completed | March 21, 2026, 7:06 a.m. |
Created at: March 20, 2026, 1:12 p.m.