Triple
T622712
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Front Range Urban Corridor |
E14547
|
entity |
| Predicate | containsMetropolitanArea |
P5047
|
FINISHED |
| Object |
Colorado Springs metropolitan area
The Colorado Springs metropolitan area is a rapidly growing urban region in central Colorado centered on the city of Colorado Springs, known for its military installations, high-tech industry, and proximity to Pikes Peak and the Rocky Mountains.
|
E31900
|
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: Colorado Springs metropolitan area | Statement: [Front Range Urban Corridor, containsMetropolitanArea, Colorado Springs metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Colorado Springs metropolitan area Context triple: [Front Range Urban Corridor, containsMetropolitanArea, Colorado Springs metropolitan area]
-
A.
Colorado Springs, Colorado
Colorado Springs, Colorado is a major U.S. city known for its proximity to the Rocky Mountains and Pikes Peak, as well as being a national hub for Olympic and elite sports organizations.
-
B.
Boulder, Colorado
Boulder, Colorado is a city at the foothills of the Rocky Mountains known for its research institutions, outdoor recreation, and vibrant university community.
-
C.
Denver–Aurora–Lakewood metropolitan area
The Denver–Aurora–Lakewood metropolitan area is a major urban and economic hub in central Colorado centered on Denver and its surrounding suburbs, known for its rapid growth, diverse industries, and proximity to the Rocky Mountains.
-
D.
Fort Collins
Fort Collins is a mid-sized Colorado city known for Colorado State University, a vibrant craft beer scene, and its historic Old Town that inspired Disneyland’s Main Street, U.S.A.
-
E.
Denver
Denver is a small village and civil parish in Norfolk, England, known for its historic drainage works and rural setting near the town of Downham Market.
- 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: Colorado Springs metropolitan area Triple: [Front Range Urban Corridor, containsMetropolitanArea, Colorado Springs metropolitan area]
Generated description
The Colorado Springs metropolitan area is a rapidly growing urban region in central Colorado centered on the city of Colorado Springs, known for its military installations, high-tech industry, and proximity to Pikes Peak and the Rocky Mountains.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Colorado Springs metropolitan area Target entity description: The Colorado Springs metropolitan area is a rapidly growing urban region in central Colorado centered on the city of Colorado Springs, known for its military installations, high-tech industry, and proximity to Pikes Peak and the Rocky Mountains.
-
A.
Colorado Springs, Colorado
chosen
Colorado Springs, Colorado is a major U.S. city known for its proximity to the Rocky Mountains and Pikes Peak, as well as being a national hub for Olympic and elite sports organizations.
-
B.
Boulder, Colorado
Boulder, Colorado is a city at the foothills of the Rocky Mountains known for its research institutions, outdoor recreation, and vibrant university community.
-
C.
Denver–Aurora–Lakewood metropolitan area
The Denver–Aurora–Lakewood metropolitan area is a major urban and economic hub in central Colorado centered on Denver and its surrounding suburbs, known for its rapid growth, diverse industries, and proximity to the Rocky Mountains.
-
D.
Fort Collins
Fort Collins is a mid-sized Colorado city known for Colorado State University, a vibrant craft beer scene, and its historic Old Town that inspired Disneyland’s Main Street, U.S.A.
-
E.
Denver
Denver is a small village and civil parish in Norfolk, England, known for its historic drainage works and rural setting near the town of Downham Market.
- 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_69a4934b17c881909ace8270e8ddd202 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a514b514819088e7b6b7e4675905 |
completed | March 1, 2026, 8:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a63742d8a8819087c7c2fa2430da75 |
completed | March 3, 2026, 1:20 a.m. |
| NEDg | Description generation | batch_69a637ef099c8190a23f59a39e4e110a |
completed | March 3, 2026, 1:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a63c075f988190aa9f7073b44fb97b |
completed | March 3, 2026, 1:40 a.m. |
Created at: March 1, 2026, 7:35 p.m.