Triple
T6473534
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Navajo County |
E146011
|
entity |
| Predicate | containsTown |
P847
|
FINISHED |
| Object |
Heber-Overgaard, Arizona
Heber-Overgaard, Arizona is a small unincorporated mountain community and popular summer retreat in Navajo County known for its cool climate, pine forests, and outdoor recreation.
|
E614855
|
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: Heber-Overgaard, Arizona | Statement: [Navajo County, containsTown, Heber-Overgaard, Arizona]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heber-Overgaard, Arizona Context triple: [Navajo County, containsTown, Heber-Overgaard, Arizona]
-
A.
Paulden, Arizona
Paulden, Arizona is a small unincorporated rural community and census-designated place in north-central Arizona known for its ranching landscape and proximity to the town of Chino Valley.
-
B.
Payson, Arizona
Payson, Arizona is a small mountain town in central Arizona known for its scenic forests, outdoor recreation, and proximity to the Mogollon Rim.
-
C.
Cottonwood, Arizona
Cottonwood, Arizona is a small city in central Arizona’s Verde Valley known for its historic Old Town, wineries, and proximity to Sedona and other outdoor recreation areas.
-
D.
Prescott Valley, Arizona
Prescott Valley, Arizona is a rapidly growing suburban town in central Arizona known for its family-oriented communities and proximity to the Prescott National Forest.
-
E.
Coolidge, Arizona
Coolidge, Arizona is a small city in central Arizona known as the gateway to the Casa Grande Ruins National Monument and for its agricultural and desert surroundings.
- 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: Heber-Overgaard, Arizona Triple: [Navajo County, containsTown, Heber-Overgaard, Arizona]
Generated description
Heber-Overgaard, Arizona is a small unincorporated mountain community and popular summer retreat in Navajo County known for its cool climate, pine forests, and outdoor recreation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heber-Overgaard, Arizona Target entity description: Heber-Overgaard, Arizona is a small unincorporated mountain community and popular summer retreat in Navajo County known for its cool climate, pine forests, and outdoor recreation.
-
A.
Paulden, Arizona
Paulden, Arizona is a small unincorporated rural community and census-designated place in north-central Arizona known for its ranching landscape and proximity to the town of Chino Valley.
-
B.
Payson, Arizona
Payson, Arizona is a small mountain town in central Arizona known for its scenic forests, outdoor recreation, and proximity to the Mogollon Rim.
-
C.
Cottonwood, Arizona
Cottonwood, Arizona is a small city in central Arizona’s Verde Valley known for its historic Old Town, wineries, and proximity to Sedona and other outdoor recreation areas.
-
D.
Prescott Valley, Arizona
Prescott Valley, Arizona is a rapidly growing suburban town in central Arizona known for its family-oriented communities and proximity to the Prescott National Forest.
-
E.
Coolidge, Arizona
Coolidge, Arizona is a small city in central Arizona known as the gateway to the Casa Grande Ruins National Monument and for its agricultural and desert surroundings.
- 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_69c008fec7408190af7b146dc63d9750 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c06a32c0188190bcb3c35fc1d796a6 |
completed | March 22, 2026, 10:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c70adfd6e48190badc31135f9b69a3 |
completed | March 27, 2026, 10:55 p.m. |
| NEDg | Description generation | batch_69c70bb0714c819094e80a2dfc960c99 |
completed | March 27, 2026, 10:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c70c51e0148190be64afb56690b34f |
completed | March 27, 2026, 11:01 p.m. |
Created at: March 22, 2026, 4:50 p.m.