Triple
T2509578
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Valley Metro |
E52668
|
entity |
| Predicate | primaryCityServed |
P82
|
FINISHED |
| Object |
Fountain Hills, Arizona
Fountain Hills, Arizona is a suburban town in Maricopa County known for its large man-made fountain, scenic desert setting, and role as a residential community within the greater Phoenix metropolitan area.
|
E410653
|
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: Fountain Hills, Arizona | Statement: [Valley Metro, primaryCityServed, Fountain Hills, Arizona]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fountain Hills, Arizona Context triple: [Valley Metro, primaryCityServed, Fountain Hills, Arizona]
-
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.
Tolleson, Arizona
Tolleson, Arizona is a small suburban city in Maricopa County within the Phoenix metropolitan area, known for its industrial base and proximity to major transportation routes.
-
C.
Glendale, Arizona
Glendale, Arizona is a major suburb of Phoenix known for its sports and entertainment district, including professional stadiums, shopping, and annual events.
-
D.
Avondale, Arizona
Avondale, Arizona is a growing suburban city in Maricopa County known for its residential communities, retail centers, and proximity to Phoenix.
-
E.
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.
- 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: Fountain Hills, Arizona Triple: [Valley Metro, primaryCityServed, Fountain Hills, Arizona]
Generated description
Fountain Hills, Arizona is a suburban town in Maricopa County known for its large man-made fountain, scenic desert setting, and role as a residential community within the greater Phoenix metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fountain Hills, Arizona Target entity description: Fountain Hills, Arizona is a suburban town in Maricopa County known for its large man-made fountain, scenic desert setting, and role as a residential community within the greater Phoenix metropolitan area.
-
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.
Tolleson, Arizona
Tolleson, Arizona is a small suburban city in Maricopa County within the Phoenix metropolitan area, known for its industrial base and proximity to major transportation routes.
-
C.
Glendale, Arizona
Glendale, Arizona is a major suburb of Phoenix known for its sports and entertainment district, including professional stadiums, shopping, and annual events.
-
D.
Avondale, Arizona
Avondale, Arizona is a growing suburban city in Maricopa County known for its residential communities, retail centers, and proximity to Phoenix.
-
E.
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.
- 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_69ab4958e76481908a235377dd921c9e |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd1ed94a08190a172a426c2123f36 |
completed | March 7, 2026, 7:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5626f1848819081f1b6e0128a8e91 |
completed | March 14, 2026, 1:28 p.m. |
| NEDg | Description generation | batch_69b5637cd5b881909a930ecb33eed991 |
completed | March 14, 2026, 1:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b564603b4881909e80970aa21e3db4 |
completed | March 14, 2026, 1:36 p.m. |
Created at: March 6, 2026, 9:46 p.m.