Triple
T2336002
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Surprise |
E44310
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object |
West Valley of the Phoenix metropolitan area
The West Valley of the Phoenix metropolitan area is the fast-growing western portion of Greater Phoenix, encompassing suburban cities and communities such as Surprise, Glendale, Peoria, and Goodyear.
|
E256994
|
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: West Valley of the Phoenix metropolitan area | Statement: [Surprise, region, West Valley of the Phoenix metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: West Valley of the Phoenix metropolitan area Context triple: [Surprise, region, West Valley of the Phoenix metropolitan area]
-
A.
Arizona Sun Corridor
The Arizona Sun Corridor is a rapidly growing megaregion in south-central Arizona that encompasses major urban areas including Phoenix and Tucson, serving as a key economic and population hub of the American Southwest.
-
B.
Tempe Valley
Tempe Valley is a narrow, scenic gorge in the region of Thessaly in central Greece, historically renowned for its natural beauty and mythological associations.
-
C.
Valley of the Sun
The Valley of the Sun is a major metropolitan region in central Arizona centered on Phoenix, known for its desert climate, rapid growth, and sprawling urban development.
-
D.
Glendale, Arizona
Glendale, Arizona is a major suburb of Phoenix known for its sports and entertainment district, including professional stadiums, shopping, and annual events.
-
E.
East Valley
East Valley is a suburban region in the southeastern part of the Phoenix metropolitan area in Arizona, known for its rapidly growing cities, family-oriented communities, and technology-driven economy.
- 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: West Valley of the Phoenix metropolitan area Triple: [Surprise, region, West Valley of the Phoenix metropolitan area]
Generated description
The West Valley of the Phoenix metropolitan area is the fast-growing western portion of Greater Phoenix, encompassing suburban cities and communities such as Surprise, Glendale, Peoria, and Goodyear.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: West Valley of the Phoenix metropolitan area Target entity description: The West Valley of the Phoenix metropolitan area is the fast-growing western portion of Greater Phoenix, encompassing suburban cities and communities such as Surprise, Glendale, Peoria, and Goodyear.
-
A.
Arizona Sun Corridor
The Arizona Sun Corridor is a rapidly growing megaregion in south-central Arizona that encompasses major urban areas including Phoenix and Tucson, serving as a key economic and population hub of the American Southwest.
-
B.
Tempe Valley
Tempe Valley is a narrow, scenic gorge in the region of Thessaly in central Greece, historically renowned for its natural beauty and mythological associations.
-
C.
Valley of the Sun
The Valley of the Sun is a major metropolitan region in central Arizona centered on Phoenix, known for its desert climate, rapid growth, and sprawling urban development.
-
D.
Glendale, Arizona
Glendale, Arizona is a major suburb of Phoenix known for its sports and entertainment district, including professional stadiums, shopping, and annual events.
-
E.
East Valley
East Valley is a suburban region in the southeastern part of the Phoenix metropolitan area in Arizona, known for its rapidly growing cities, family-oriented communities, and technology-driven economy.
- 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_69a889132b488190bbb43ad4780ddd92 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abc68927988190888630b5fa8f91dd |
completed | March 7, 2026, 6:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae897bf59c8190bc0ac8a4f3841832 |
completed | March 9, 2026, 8:49 a.m. |
| NEDg | Description generation | batch_69ae8aceea58819098a98f7ad5818ac6 |
completed | March 9, 2026, 8:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae8b6c553481908b2b7b1f880b814d |
completed | March 9, 2026, 8:57 a.m. |
Created at: March 4, 2026, 7:51 p.m.