Triple
T1100873
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Prescott |
E24376
|
entity |
| Predicate | locatedInRegion |
P40
|
FINISHED |
| Object |
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.
|
E127099
|
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: north-central Arizona | Statement: [Prescott, locatedInRegion, north-central Arizona]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: north-central Arizona Context triple: [Prescott, locatedInRegion, north-central Arizona]
-
A.
southeastern Arizona
Southeastern Arizona is a region of the U.S. state of Arizona known for its desert landscapes, mountain ranges, and proximity to the U.S.–Mexico border.
-
B.
Arizona Sun Corridor
The Arizona Sun Corridor is a rapidly growing megaregion in south-central Arizona that encompasses major urban areas including Phoenix and Tucson, serving as a key economic and population hub of the American Southwest.
-
C.
Verde Valley
Verde Valley is a region in central Arizona known for its river-fed landscapes, red rock formations, and long-standing significance as part of the ancestral homeland of Indigenous peoples, including the Yavapai.
-
D.
southwestern United States
The southwestern United States is a largely arid region encompassing parts of states like Arizona, New Mexico, Nevada, Utah, Colorado, and California, known for its deserts, canyons, and diverse indigenous and Hispanic cultural influences.
-
E.
Maricopa
Maricopa are a Native American people traditionally living along the lower Gila and Colorado Rivers in what is now Arizona, known for their distinct Yuman language and cultural heritage.
- 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: north-central Arizona Triple: [Prescott, locatedInRegion, north-central Arizona]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: north-central Arizona Target entity description: 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.
-
A.
southeastern Arizona
Southeastern Arizona is a region of the U.S. state of Arizona known for its desert landscapes, mountain ranges, and proximity to the U.S.–Mexico border.
-
B.
Arizona Sun Corridor
The Arizona Sun Corridor is a rapidly growing megaregion in south-central Arizona that encompasses major urban areas including Phoenix and Tucson, serving as a key economic and population hub of the American Southwest.
-
C.
Verde Valley
Verde Valley is a region in central Arizona known for its river-fed landscapes, red rock formations, and long-standing significance as part of the ancestral homeland of Indigenous peoples, including the Yavapai.
-
D.
southwestern United States
The southwestern United States is a largely arid region encompassing parts of states like Arizona, New Mexico, Nevada, Utah, Colorado, and California, known for its deserts, canyons, and diverse indigenous and Hispanic cultural influences.
-
E.
Maricopa
Maricopa are a Native American people traditionally living along the lower Gila and Colorado Rivers in what is now Arizona, known for their distinct Yuman language and cultural heritage.
- F. None of above. chosen
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_69a4940542308190ac2a0b1f730b7cfc |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4b9c079f48190a0e0ddda182f7a01 |
completed | March 1, 2026, 10:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac4c47dbf88190a1898d7bda32ecb2 |
completed | March 7, 2026, 4:03 p.m. |
| NEDg | Description generation | batch_69ac4feb86c88190abaed60e0782fec6 |
completed | March 7, 2026, 4:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac509b6fe48190973bbfabdc976541 |
completed | March 7, 2026, 4:21 p.m. |
Created at: March 1, 2026, 7:43 p.m.