Triple
T3268116
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gila River |
E68575
|
entity |
| Predicate | flowsNear |
P350
|
FINISHED |
| Object |
Safford, Arizona
Safford, Arizona is a small city in southeastern Arizona that serves as a regional hub for agriculture and outdoor recreation in the Gila Valley.
|
E385377
|
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, Arizona | Statement: [Gila River, flowsNear, Safford, Arizona]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Safford, Arizona Context triple: [Gila River, flowsNear, Safford, Arizona]
-
A.
Sierra Vista, Arizona
Sierra Vista, Arizona is a city in southeastern Arizona that serves as a commercial, residential, and cultural hub for the surrounding region, closely associated with the nearby U.S. Army installation at Fort Huachuca.
-
B.
Williams, Arizona
Williams, Arizona is a small historic Route 66 town in northern Arizona that serves as a popular gateway and staging point for visitors traveling to the Grand Canyon.
-
C.
Yuma, Arizona
Yuma, Arizona is a southwestern Arizona city on the Colorado River known for its historic river crossing, desert climate, and role as a transportation and military hub near the California and Mexico borders.
-
D.
Sacaton, Arizona
Sacaton, Arizona is a small unincorporated community that serves as the administrative center of the Gila River Indian Community in Pinal County.
-
E.
La Paz, Arizona
La Paz, Arizona was a 19th-century Colorado River mining town and former county seat whose name was later adopted by La Paz County.
- 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, Arizona Triple: [Gila River, flowsNear, Safford, Arizona]
Generated description
Safford, Arizona is a small city in southeastern Arizona that serves as a regional hub for agriculture and outdoor recreation in the Gila Valley.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Safford, Arizona Target entity description: Safford, Arizona is a small city in southeastern Arizona that serves as a regional hub for agriculture and outdoor recreation in the Gila Valley.
-
A.
Sierra Vista, Arizona
Sierra Vista, Arizona is a city in southeastern Arizona that serves as a commercial, residential, and cultural hub for the surrounding region, closely associated with the nearby U.S. Army installation at Fort Huachuca.
-
B.
Williams, Arizona
Williams, Arizona is a small historic Route 66 town in northern Arizona that serves as a popular gateway and staging point for visitors traveling to the Grand Canyon.
-
C.
Yuma, Arizona
Yuma, Arizona is a southwestern Arizona city on the Colorado River known for its historic river crossing, desert climate, and role as a transportation and military hub near the California and Mexico borders.
-
D.
Sacaton, Arizona
Sacaton, Arizona is a small unincorporated community that serves as the administrative center of the Gila River Indian Community in Pinal County.
-
E.
La Paz, Arizona
La Paz, Arizona was a 19th-century Colorado River mining town and former county seat whose name was later adopted by La Paz County.
- 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_69ad8590444081909e8107a8aeef3a23 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adafcf9c6c819092f9c618b778b46d |
completed | March 8, 2026, 5:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4e4cd6cd08190ba6d379c8dc48723 |
completed | March 14, 2026, 4:32 a.m. |
| NEDg | Description generation | batch_69b4e594fe2081909623aac85f517f92 |
completed | March 14, 2026, 4:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4e60d2224819081b7a95592f1fd74 |
completed | March 14, 2026, 4:37 a.m. |
Created at: March 8, 2026, 3:09 p.m.