Triple
T21115501
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northwest Regional Court Center |
E520285
|
entity |
| Predicate | servesArea |
P82
|
FINISHED |
| Object |
northwest Maricopa County
Northwest Maricopa County is a regional area in the northwestern portion of Maricopa County, Arizona, encompassing several suburban communities and jurisdictions within the greater Phoenix metropolitan region.
|
E22948
|
NE FINISHED |
How this triple was built (4 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: northwest Maricopa County | Statement: [Northwest Regional Court Center, servesArea, northwest Maricopa County]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: northwest Maricopa County Context triple: [Northwest Regional Court Center, servesArea, northwest Maricopa County]
-
A.
north-central Arizona
North-central Arizona is a high-desert region of the U.S. state of Arizona known for its pine forests, mountainous terrain, and historic towns such as Prescott and Flagstaff.
-
B.
northwestern Arizona
Northwestern Arizona is a region of the state characterized by its desert landscapes along the Colorado River, including communities such as Bullhead City and proximity to Nevada and the Grand Canyon.
-
C.
Maricopa County, Arizona
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.
-
D.
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.
-
E.
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.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: northwest Maricopa County Triple: [Northwest Regional Court Center, servesArea, northwest Maricopa County]
Generated description
Northwest Maricopa County is a regional area in the northwestern portion of Maricopa County, Arizona, encompassing several suburban communities and jurisdictions within the greater Phoenix metropolitan region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: northwest Maricopa County Target entity description: Northwest Maricopa County is a regional area in the northwestern portion of Maricopa County, Arizona, encompassing several suburban communities and jurisdictions within the greater Phoenix metropolitan region.
-
A.
north-central Arizona
North-central Arizona is a high-desert region of the U.S. state of Arizona known for its pine forests, mountainous terrain, and historic towns such as Prescott and Flagstaff.
-
B.
northwestern Arizona
Northwestern Arizona is a region of the state characterized by its desert landscapes along the Colorado River, including communities such as Bullhead City and proximity to Nevada and the Grand Canyon.
-
C.
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.
-
D.
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.
-
E.
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.
- F. None of above.
Provenance (5 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_69e0b509a318819092fbbcb21d1fe603 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e72105bd648190beecc636284397bd |
completed | April 21, 2026, 7:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0965e3e1888190b953dbd7209a3c4c |
completed | May 17, 2026, 6:53 a.m. |
| NEDg | Description generation | batch_6a09669ac9988190ba5ec8bcf8dc7eb4 |
completed | May 17, 2026, 6:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0967821ce08190a23d22439c343f49 |
completed | May 17, 2026, 7 a.m. |
Created at: April 16, 2026, 2:54 p.m.