Triple
T2070743
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Yuma County, Arizona |
E44809
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Somerton, Arizona
Somerton, Arizona is a small agricultural city in southwestern Arizona’s Yuma County, known for its predominantly Hispanic community and proximity to the U.S.–Mexico border.
|
E235731
|
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: Somerton, Arizona | Statement: [Yuma County, Arizona, contains, Somerton, Arizona]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Somerton, Arizona Context triple: [Yuma County, Arizona, contains, Somerton, Arizona]
-
A.
Holbrook, Arizona
Holbrook, Arizona is a small city in northeastern Arizona known as a gateway to Petrified Forest National Park and historic Route 66.
-
B.
Jerome, Arizona
Jerome, Arizona is a historic former copper mining town turned artist community perched on Cleopatra Hill in central Arizona, known for its scenic views and preserved Old West character.
-
C.
Quartzsite, Arizona
Quartzsite, Arizona is a small desert town in western Arizona famous for its massive winter influx of RVers, rockhounds, and swap-meet vendors drawn to its gem shows and mild climate.
-
D.
Peoria, Arizona
Peoria, Arizona is a suburban city in the Phoenix metropolitan area known for hosting Major League Baseball spring training and offering a mix of residential communities, parks, and desert landscapes.
-
E.
Clarkdale, Arizona
Clarkdale, Arizona is a historic former company town in Yavapai County known for its mining heritage, preserved early 20th-century architecture, and proximity to the Verde River and scenic Verde 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: Somerton, Arizona Triple: [Yuma County, Arizona, contains, Somerton, Arizona]
Generated description
Somerton, Arizona is a small agricultural city in southwestern Arizona’s Yuma County, known for its predominantly Hispanic community and proximity to the U.S.–Mexico border.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Somerton, Arizona Target entity description: Somerton, Arizona is a small agricultural city in southwestern Arizona’s Yuma County, known for its predominantly Hispanic community and proximity to the U.S.–Mexico border.
-
A.
Holbrook, Arizona
Holbrook, Arizona is a small city in northeastern Arizona known as a gateway to Petrified Forest National Park and historic Route 66.
-
B.
Jerome, Arizona
Jerome, Arizona is a historic former copper mining town turned artist community perched on Cleopatra Hill in central Arizona, known for its scenic views and preserved Old West character.
-
C.
Quartzsite, Arizona
Quartzsite, Arizona is a small desert town in western Arizona famous for its massive winter influx of RVers, rockhounds, and swap-meet vendors drawn to its gem shows and mild climate.
-
D.
Peoria, Arizona
Peoria, Arizona is a suburban city in the Phoenix metropolitan area known for hosting Major League Baseball spring training and offering a mix of residential communities, parks, and desert landscapes.
-
E.
Clarkdale, Arizona
Clarkdale, Arizona is a historic former company town in Yavapai County known for its mining heritage, preserved early 20th-century architecture, and proximity to the Verde River and scenic Verde Canyon.
- 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_69a88916c2b48190a5ca2e9b12cad3ed |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abb9f677108190aea3c8db7850c892 |
completed | March 7, 2026, 5:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae5184b7d8819095693cea73e54ff1 |
completed | March 9, 2026, 4:50 a.m. |
| NEDg | Description generation | batch_69ae51d6789481908b54571f73876e63 |
completed | March 9, 2026, 4:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae526dd8608190baefb3101884c83f |
completed | March 9, 2026, 4:54 a.m. |
Created at: March 4, 2026, 7:41 p.m.