Triple
T5549441
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chinle Agency |
E145488
|
entity |
| Predicate | hasNearbyCommunity |
P4647
|
FINISHED |
| Object |
Many Farms, Arizona
Many Farms, Arizona is a small Navajo Nation community in Apache County known for its rural setting and traditional Diné culture.
|
E532740
|
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: Many Farms, Arizona | Statement: [Chinle Agency, hasNearbyCommunity, Many Farms, Arizona]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Many Farms, Arizona Context triple: [Chinle Agency, hasNearbyCommunity, Many Farms, Arizona]
-
A.
Willcox, Arizona
Willcox, Arizona is a small city in southeastern Arizona known for its historic railroad roots, nearby Chiricahua National Monument, and growing wine industry.
-
B.
Bouse, Arizona
Bouse, Arizona is a small unincorporated desert community and former mining and railroad town in western Arizona.
-
C.
Dewey-Humboldt, Arizona
Dewey-Humboldt, Arizona is a small rural community in central Arizona known for its historic mining roots and scenic high-desert setting.
-
D.
Rimrock, Arizona
Rimrock, Arizona is a small unincorporated community in central Arizona’s Verde Valley, known for its rural desert setting and proximity to historic and natural attractions.
-
E.
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.
- 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: Many Farms, Arizona Triple: [Chinle Agency, hasNearbyCommunity, Many Farms, Arizona]
Generated description
Many Farms, Arizona is a small Navajo Nation community in Apache County known for its rural setting and traditional Diné culture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Many Farms, Arizona Target entity description: Many Farms, Arizona is a small Navajo Nation community in Apache County known for its rural setting and traditional Diné culture.
-
A.
Willcox, Arizona
Willcox, Arizona is a small city in southeastern Arizona known for its historic railroad roots, nearby Chiricahua National Monument, and growing wine industry.
-
B.
Bouse, Arizona
Bouse, Arizona is a small unincorporated desert community and former mining and railroad town in western Arizona.
-
C.
Dewey-Humboldt, Arizona
Dewey-Humboldt, Arizona is a small rural community in central Arizona known for its historic mining roots and scenic high-desert setting.
-
D.
Rimrock, Arizona
Rimrock, Arizona is a small unincorporated community in central Arizona’s Verde Valley, known for its rural desert setting and proximity to historic and natural attractions.
-
E.
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.
- 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_69c008fb879c81909f5bfa56fadc1d46 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c01fe143ec8190bb67d2530c92a419 |
completed | March 22, 2026, 4:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0282dd7408190ad762fca9ff5e04b |
completed | March 22, 2026, 5:34 p.m. |
| NEDg | Description generation | batch_69c0400d14cc8190a9962cb43fe17d83 |
completed | March 22, 2026, 7:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0407964d08190b5552b410c9ba915 |
completed | March 22, 2026, 7:18 p.m. |
Created at: March 22, 2026, 3:35 p.m.