Triple
T17831584
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Greenlee County, Arizona |
E445268
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Ranchito, Arizona
Ranchito, Arizona is a small unincorporated community located in rural eastern Arizona within Greenlee County.
|
E1299693
|
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: Ranchito, Arizona | Statement: [Greenlee County, Arizona, contains, Ranchito, Arizona]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ranchito, Arizona Context triple: [Greenlee County, Arizona, contains, Ranchito, Arizona]
-
A.
Guadalupe, Arizona
Guadalupe, Arizona is a small, predominantly Yaqui and Mexican-American town in Maricopa County known for its rich cultural traditions and location between Phoenix and Tempe.
-
B.
San Xavier, Arizona
San Xavier, Arizona is a community within the Tohono O'odham Nation known for its historic Spanish colonial mission and rich Indigenous cultural heritage.
-
C.
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.
-
D.
Arivaca, Arizona
Arivaca, Arizona is a small unincorporated rural community in southern Arizona near the U.S.–Mexico border, known for its historic mining and ranching roots.
-
E.
Tsaile, Arizona
Tsaile, Arizona is a small Navajo Nation community in Apache County known primarily as the home of Diné College and its scenic high-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: Ranchito, Arizona Triple: [Greenlee County, Arizona, contains, Ranchito, Arizona]
Generated description
Ranchito, Arizona is a small unincorporated community located in rural eastern Arizona within Greenlee County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ranchito, Arizona Target entity description: Ranchito, Arizona is a small unincorporated community located in rural eastern Arizona within Greenlee County.
-
A.
Guadalupe, Arizona
Guadalupe, Arizona is a small, predominantly Yaqui and Mexican-American town in Maricopa County known for its rich cultural traditions and location between Phoenix and Tempe.
-
B.
San Xavier, Arizona
San Xavier, Arizona is a community within the Tohono O'odham Nation known for its historic Spanish colonial mission and rich Indigenous cultural heritage.
-
C.
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.
-
D.
Arivaca, Arizona
Arivaca, Arizona is a small unincorporated rural community in southern Arizona near the U.S.–Mexico border, known for its historic mining and ranching roots.
-
E.
Tsaile, Arizona
Tsaile, Arizona is a small Navajo Nation community in Apache County known primarily as the home of Diné College and its scenic high-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_69d8b9f1a6d881909f024bc603111cdb |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e48d248ecc8190b3f0d001b539d960 |
completed | April 19, 2026, 8:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a033799b1a481908f36e99887e79150 |
completed | May 12, 2026, 2:22 p.m. |
| NEDg | Description generation | batch_6a033895a86c8190958ce991e6d8ee53 |
completed | May 12, 2026, 2:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a033cb498248190a3805cd356832cd0 |
completed | May 12, 2026, 2:44 p.m. |
Created at: April 10, 2026, 10:15 a.m.