Triple
T16070486
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cocopah Health and Human Services |
E389847
|
entity |
| Predicate | regionServed |
P82
|
FINISHED |
| Object |
southwestern Arizona
Southwestern Arizona is a desert region of the U.S. state of Arizona, bordering Mexico and known for its arid climate, sparse population, and significant Native American and agricultural communities.
|
E215761
|
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: southwestern Arizona | Statement: [Cocopah Health and Human Services, regionServed, southwestern Arizona]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: southwestern Arizona Context triple: [Cocopah Health and Human Services, regionServed, southwestern Arizona]
-
A.
southeastern Arizona
Southeastern Arizona is a region of the U.S. state of Arizona known for its desert landscapes, mountain ranges, and proximity to the U.S.–Mexico border.
-
B.
Southwest Arizona
Southwest Arizona is a desert region of the U.S. state of Arizona known for its hot, arid climate, border communities, and proximity to the Colorado River and Mexico.
-
C.
Southern Arizona
Southern Arizona is a desert region of the U.S. state of Arizona known for its warm climate, Sonoran Desert landscapes, and major urban center Tucson.
-
D.
western Arizona
Western Arizona is the region of Arizona along the Colorado River and the California border, characterized by desert landscapes, riverfront communities, and recreational areas.
-
E.
northwestern Arizona
Northwestern Arizona is a region of the state characterized by its desert landscapes along the Colorado River, including communities such as Bullhead City and proximity to Nevada and the Grand Canyon.
- 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: southwestern Arizona Triple: [Cocopah Health and Human Services, regionServed, southwestern Arizona]
Generated description
Southwestern Arizona is a desert region of the U.S. state of Arizona, bordering Mexico and known for its arid climate, sparse population, and significant Native American and agricultural communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: southwestern Arizona Target entity description: Southwestern Arizona is a desert region of the U.S. state of Arizona, bordering Mexico and known for its arid climate, sparse population, and significant Native American and agricultural communities.
-
A.
southeastern Arizona
Southeastern Arizona is a region of the U.S. state of Arizona known for its desert landscapes, mountain ranges, and proximity to the U.S.–Mexico border.
-
B.
Southwest Arizona
chosen
Southwest Arizona is a desert region of the U.S. state of Arizona known for its hot, arid climate, border communities, and proximity to the Colorado River and Mexico.
-
C.
Southern Arizona
Southern Arizona is a desert region of the U.S. state of Arizona known for its warm climate, Sonoran Desert landscapes, and major urban center Tucson.
-
D.
western Arizona
Western Arizona is the region of Arizona along the Colorado River and the California border, characterized by desert landscapes, riverfront communities, and recreational areas.
-
E.
northwestern Arizona
Northwestern Arizona is a region of the state characterized by its desert landscapes along the Colorado River, including communities such as Bullhead City and proximity to Nevada and the Grand Canyon.
- F. None of above.
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_69d86daf32ec8190a8c0466c8f49c3c0 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e183bd9578819097e7cb1108b1f6f7 |
completed | April 17, 2026, 12:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffe4827cd48190aa470c6537e72508 |
completed | May 10, 2026, 1:50 a.m. |
| NEDg | Description generation | batch_69ffe6c956a48190845faac983b9a064 |
completed | May 10, 2026, 2 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffe7387b38819094e55ae14ec2c036 |
completed | May 10, 2026, 2:02 a.m. |
Created at: April 10, 2026, 4:57 a.m.