Triple
T21035996
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Santa Cruz County, Arizona |
E518190
|
entity |
| Predicate | hasSettlement |
P1068
|
FINISHED |
| Object |
Rio Rico, Arizona
Rio Rico, Arizona is an unincorporated community in southern Arizona near the U.S.–Mexico border, known for its residential developments and proximity to Nogales in Santa Cruz County.
|
E1463571
|
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: Rio Rico, Arizona | Statement: [Santa Cruz County, Arizona, hasSettlement, Rio Rico, Arizona]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rio Rico, Arizona Context triple: [Santa Cruz County, Arizona, hasSettlement, Rio Rico, Arizona]
-
A.
Ranchito, Arizona
Ranchito, Arizona is a small unincorporated community located in rural eastern Arizona within Greenlee County.
-
B.
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.
-
C.
Sahuarita, Arizona
Sahuarita, Arizona is a rapidly growing town in southern Arizona known for its planned communities, proximity to Tucson, and views of the Santa Rita Mountains.
-
D.
San Carlos, Arizona
San Carlos, Arizona is a small community on the San Carlos Apache Indian Reservation in eastern Arizona, known as the cultural and administrative center of the San Carlos Apache Tribe.
-
E.
Roosevelt, Arizona
Roosevelt, Arizona is a small unincorporated community in central Arizona best known as the gateway to Theodore Roosevelt Lake and the Tonto National Monument.
- 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: Rio Rico, Arizona Triple: [Santa Cruz County, Arizona, hasSettlement, Rio Rico, Arizona]
Generated description
Rio Rico, Arizona is an unincorporated community in southern Arizona near the U.S.–Mexico border, known for its residential developments and proximity to Nogales in Santa Cruz County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rio Rico, Arizona Target entity description: Rio Rico, Arizona is an unincorporated community in southern Arizona near the U.S.–Mexico border, known for its residential developments and proximity to Nogales in Santa Cruz County.
-
A.
Ranchito, Arizona
Ranchito, Arizona is a small unincorporated community located in rural eastern Arizona within Greenlee County.
-
B.
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.
-
C.
Sahuarita, Arizona
Sahuarita, Arizona is a rapidly growing town in southern Arizona known for its planned communities, proximity to Tucson, and views of the Santa Rita Mountains.
-
D.
San Carlos, Arizona
San Carlos, Arizona is a small community on the San Carlos Apache Indian Reservation in eastern Arizona, known as the cultural and administrative center of the San Carlos Apache Tribe.
-
E.
Roosevelt, Arizona
Roosevelt, Arizona is a small unincorporated community in central Arizona best known as the gateway to Theodore Roosevelt Lake and the Tonto National Monument.
- 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_69e0b503275c8190afd9a163f997c709 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e6fc865ca88190abf336ee9012fa77 |
completed | April 21, 2026, 4:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09474c2ab48190af741ef36d0c334b |
completed | May 17, 2026, 4:42 a.m. |
| NEDg | Description generation | batch_6a09487f34b8819092e72cc91c8f3ba2 |
completed | May 17, 2026, 4:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a094921f1008190b5d1cb8afad547bd |
completed | May 17, 2026, 4:50 a.m. |
Created at: April 16, 2026, 2:02 p.m.