Triple
T16415407
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tohono O'odham Nation Reservation |
E398670
|
entity |
| Predicate | hasHealthcareProvider |
P40116
|
FINISHED |
| Object |
Tohono O'odham Nation Health Care
Tohono O'odham Nation Health Care is the tribally operated health system that provides medical and public health services to members of the Tohono O'odham Nation in southern Arizona.
|
E1211357
|
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: Tohono O'odham Nation Health Care | Statement: [Tohono O'odham Nation Reservation, hasHealthcareProvider, Tohono O'odham Nation Health Care]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tohono O'odham Nation Health Care Context triple: [Tohono O'odham Nation Reservation, hasHealthcareProvider, Tohono O'odham Nation Health Care]
-
A.
Zuni Comprehensive Community Health Center
Zuni Comprehensive Community Health Center is a primary healthcare facility serving the Zuni Pueblo community, providing medical, dental, and related health services to local Native American residents.
-
B.
Northern Navajo Medical Center
Northern Navajo Medical Center is a major Indian Health Service hospital that provides comprehensive medical care to Navajo Nation residents and surrounding communities in the Shiprock area.
-
C.
Salt River Pima-Maricopa Indian Community
The Salt River Pima-Maricopa Indian Community is a federally recognized Native American community in Arizona composed primarily of Pima (Akimel O’odham) and Maricopa (Piipaash) peoples, governing its own reservation near the Phoenix metropolitan area.
-
D.
Verde Valley Medical Center
Verde Valley Medical Center is a regional community hospital serving the healthcare needs of residents in and around Cottonwood in Arizona’s Verde Valley.
-
E.
Chinle Indian Health Service Hospital
Chinle Indian Health Service Hospital is a federal healthcare facility on the Navajo Nation in Chinle, Arizona, providing medical services primarily to Native American communities in the surrounding region.
- 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: Tohono O'odham Nation Health Care Triple: [Tohono O'odham Nation Reservation, hasHealthcareProvider, Tohono O'odham Nation Health Care]
Generated description
Tohono O'odham Nation Health Care is the tribally operated health system that provides medical and public health services to members of the Tohono O'odham Nation in southern Arizona.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tohono O'odham Nation Health Care Target entity description: Tohono O'odham Nation Health Care is the tribally operated health system that provides medical and public health services to members of the Tohono O'odham Nation in southern Arizona.
-
A.
Zuni Comprehensive Community Health Center
Zuni Comprehensive Community Health Center is a primary healthcare facility serving the Zuni Pueblo community, providing medical, dental, and related health services to local Native American residents.
-
B.
Northern Navajo Medical Center
Northern Navajo Medical Center is a major Indian Health Service hospital that provides comprehensive medical care to Navajo Nation residents and surrounding communities in the Shiprock area.
-
C.
Salt River Pima-Maricopa Indian Community
The Salt River Pima-Maricopa Indian Community is a federally recognized Native American community in Arizona composed primarily of Pima (Akimel O’odham) and Maricopa (Piipaash) peoples, governing its own reservation near the Phoenix metropolitan area.
-
D.
Verde Valley Medical Center
Verde Valley Medical Center is a regional community hospital serving the healthcare needs of residents in and around Cottonwood in Arizona’s Verde Valley.
-
E.
Chinle Indian Health Service Hospital
Chinle Indian Health Service Hospital is a federal healthcare facility on the Navajo Nation in Chinle, Arizona, providing medical services primarily to Native American communities in the surrounding region.
- 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_69d87f2b9024819085c20e52de95d583 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e3287741008190856882b7f34024fc |
completed | April 18, 2026, 6:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a003c6a89988190a44515f1ca08099f |
completed | May 10, 2026, 8:06 a.m. |
| NEDg | Description generation | batch_6a003db7b0308190bc4b8065cf2c01ec |
completed | May 10, 2026, 8:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a003e86a9f48190ae39ec170c776604 |
completed | May 10, 2026, 8:15 a.m. |
Created at: April 10, 2026, 5:09 a.m.