Triple
T21189012
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Graham County, Arizona |
E522162
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Safford Valley
Safford Valley is an agricultural and residential valley region in southeastern Arizona, situated along the Gila River and centered around the city of Safford in Graham County.
|
E1470851
|
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: Safford Valley | Statement: [Graham County, Arizona, contains, Safford Valley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Safford Valley Context triple: [Graham County, Arizona, contains, Safford Valley]
-
A.
Roya Valley
Roya Valley is a scenic alpine valley in southeastern France known for its dramatic gorges, mountain villages, and rich biodiversity within the southern Alps.
-
B.
Oasis Valley
Oasis Valley is a desert valley in southwestern Nevada known for its springs, riparian habitats, and role as a key groundwater discharge area within the Death Valley region.
-
C.
Oasis Valley
Oasis Valley is a themed section within the Dubbo Regional Botanic Garden designed to showcase arid-landscapes and drought-tolerant plant species in a tranquil setting.
-
D.
North Valley
North Valley is a suburban region in the northern part of the Phoenix metropolitan area known for its residential communities, shopping centers, and access to desert recreation.
-
E.
Perris Valley
Perris Valley is a region in Riverside County, California, known for its growing suburban communities and transportation links to the greater Los Angeles area.
- 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: Safford Valley Triple: [Graham County, Arizona, contains, Safford Valley]
Generated description
Safford Valley is an agricultural and residential valley region in southeastern Arizona, situated along the Gila River and centered around the city of Safford in Graham County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Safford Valley Target entity description: Safford Valley is an agricultural and residential valley region in southeastern Arizona, situated along the Gila River and centered around the city of Safford in Graham County.
-
A.
Roya Valley
Roya Valley is a scenic alpine valley in southeastern France known for its dramatic gorges, mountain villages, and rich biodiversity within the southern Alps.
-
B.
Oasis Valley
Oasis Valley is a themed section within the Dubbo Regional Botanic Garden designed to showcase arid-landscapes and drought-tolerant plant species in a tranquil setting.
-
C.
Oasis Valley
Oasis Valley is a desert valley in southwestern Nevada known for its springs, riparian habitats, and role as a key groundwater discharge area within the Death Valley region.
-
D.
North Valley
North Valley is a suburban region in the northern part of the Phoenix metropolitan area known for its residential communities, shopping centers, and access to desert recreation.
-
E.
Perris Valley
Perris Valley is a region in Riverside County, California, known for its growing suburban communities and transportation links to the greater Los Angeles area.
- 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_69e0b51061388190aa03f19700d3ef04 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e733350e588190a31467758a8afa5c |
completed | April 21, 2026, 8:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a097581c3c08190abbdb9ec0b915a9f |
completed | May 17, 2026, 8 a.m. |
| NEDg | Description generation | batch_6a097652819481908da15da1fd77160f |
completed | May 17, 2026, 8:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09772e67708190856224f80cf22106 |
completed | May 17, 2026, 8:07 a.m. |
Created at: April 16, 2026, 3:07 p.m.