Triple
T5104940
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cochise County, Arizona |
E115068
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Benson, Arizona
Benson, Arizona is a small city in southeastern Arizona known as a gateway to Kartchner Caverns State Park and the surrounding Sonoran Desert attractions.
|
E525268
|
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: Benson, Arizona | Statement: [Cochise County, Arizona, contains, Benson, Arizona]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benson, Arizona Context triple: [Cochise County, Arizona, contains, Benson, Arizona]
-
A.
Bouse, Arizona
Bouse, Arizona is a small unincorporated desert community and former mining and railroad town in western Arizona.
-
B.
Douglas, Arizona
Douglas, Arizona is a small border city in southeastern Arizona known for its historic mining roots and location adjacent to Agua Prieta, Mexico.
-
C.
Buckeye, Arizona
Buckeye, Arizona is a rapidly growing suburban city in the western part of the Phoenix metropolitan area known for its desert landscapes and expanding residential communities.
-
D.
Eloy, Arizona
Eloy, Arizona is a small city in south-central Arizona known for its desert landscape, skydiving centers, and location between Phoenix and Tucson.
-
E.
Coolidge, Arizona
Coolidge, Arizona is a small city in central Arizona known as the gateway to the Casa Grande Ruins National Monument and for its agricultural and desert surroundings.
- 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: Benson, Arizona Triple: [Cochise County, Arizona, contains, Benson, Arizona]
Generated description
Benson, Arizona is a small city in southeastern Arizona known as a gateway to Kartchner Caverns State Park and the surrounding Sonoran Desert attractions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Benson, Arizona Target entity description: Benson, Arizona is a small city in southeastern Arizona known as a gateway to Kartchner Caverns State Park and the surrounding Sonoran Desert attractions.
-
A.
Bouse, Arizona
Bouse, Arizona is a small unincorporated desert community and former mining and railroad town in western Arizona.
-
B.
Douglas, Arizona
Douglas, Arizona is a small border city in southeastern Arizona known for its historic mining roots and location adjacent to Agua Prieta, Mexico.
-
C.
Buckeye, Arizona
Buckeye, Arizona is a rapidly growing suburban city in the western part of the Phoenix metropolitan area known for its desert landscapes and expanding residential communities.
-
D.
Eloy, Arizona
Eloy, Arizona is a small city in south-central Arizona known for its desert landscape, skydiving centers, and location between Phoenix and Tucson.
-
E.
Coolidge, Arizona
Coolidge, Arizona is a small city in central Arizona known as the gateway to the Casa Grande Ruins National Monument and for its agricultural and desert surroundings.
- 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_69bd4440b3348190be1251fd8b7951f1 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd7589e40c8190a46e4a1b7142be14 |
completed | March 20, 2026, 4:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf88de71b481908ac7b13a3d1538db |
completed | March 22, 2026, 6:14 a.m. |
| NEDg | Description generation | batch_69bf89fd92e08190b408405727cf6a2a |
completed | March 22, 2026, 6:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf8a5aaf888190a77bca9f7d3f63fd |
completed | March 22, 2026, 6:21 a.m. |
Created at: March 20, 2026, 1:41 p.m.