Triple
T4746558
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Scottsdale Waterfront |
E105372
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Downtown Scottsdale urban core
Downtown Scottsdale urban core is a vibrant mixed-use district in Scottsdale, Arizona, known for its dense concentration of shopping, dining, arts, nightlife, and waterfront-style urban living.
|
E18322
|
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: Downtown Scottsdale urban core | Statement: [Scottsdale Waterfront, partOf, Downtown Scottsdale urban core]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Downtown Scottsdale urban core Context triple: [Scottsdale Waterfront, partOf, Downtown Scottsdale urban core]
-
A.
Scottsdale, Arizona
Scottsdale, Arizona is a resort city in the Sonoran Desert near Phoenix, known for its upscale tourism, golf courses, and vibrant arts and nightlife scenes.
-
B.
Scottsdale Fashion Square
Scottsdale Fashion Square is a large, upscale shopping mall in Scottsdale, Arizona, known for its luxury retailers, dining, and entertainment options.
-
C.
Arizona Biltmore area
The Arizona Biltmore area is an upscale district in Phoenix, Arizona, known for its historic luxury resort, golf courses, and affluent residential neighborhoods.
-
D.
Downtown Center
Downtown Center is a Pensacola State College campus located in downtown Pensacola that offers higher education courses and workforce training programs.
-
E.
Glendale, Arizona
Glendale, Arizona is a major suburb of Phoenix known for its sports and entertainment district, including professional stadiums, shopping, and annual events.
- 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: Downtown Scottsdale urban core Triple: [Scottsdale Waterfront, partOf, Downtown Scottsdale urban core]
Generated description
Downtown Scottsdale urban core is a vibrant mixed-use district in Scottsdale, Arizona, known for its dense concentration of shopping, dining, arts, nightlife, and waterfront-style urban living.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Downtown Scottsdale urban core Target entity description: Downtown Scottsdale urban core is a vibrant mixed-use district in Scottsdale, Arizona, known for its dense concentration of shopping, dining, arts, nightlife, and waterfront-style urban living.
-
A.
Scottsdale, Arizona
chosen
Scottsdale, Arizona is a resort city in the Sonoran Desert near Phoenix, known for its upscale tourism, golf courses, and vibrant arts and nightlife scenes.
-
B.
Scottsdale Fashion Square
Scottsdale Fashion Square is a large, upscale shopping mall in Scottsdale, Arizona, known for its luxury retailers, dining, and entertainment options.
-
C.
Arizona Biltmore area
The Arizona Biltmore area is an upscale district in Phoenix, Arizona, known for its historic luxury resort, golf courses, and affluent residential neighborhoods.
-
D.
Downtown Center
Downtown Center is a Pensacola State College campus located in downtown Pensacola that offers higher education courses and workforce training programs.
-
E.
Glendale, Arizona
Glendale, Arizona is a major suburb of Phoenix known for its sports and entertainment district, including professional stadiums, shopping, and annual events.
- F. None of above.
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_69bd43ef87a48190a5bc3600711aa032 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd64c3fcb081909b1fe867b4adac8b |
completed | March 20, 2026, 3:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be3a40bee88190ae97f6d409b51e96 |
completed | March 21, 2026, 6:27 a.m. |
| NEDg | Description generation | batch_69be3af59ef88190a5acc493978d412e |
completed | March 21, 2026, 6:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be3c8533fc8190b512d3fec34e7e28 |
completed | March 21, 2026, 6:36 a.m. |
Created at: March 20, 2026, 1:20 p.m.