Triple
T622711
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Front Range Urban Corridor |
E14547
|
entity |
| Predicate | containsMetropolitanArea |
P5047
|
FINISHED |
| Object |
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.
|
E83910
|
NE FINISHED |
How this triple was built (5 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: Denver–Aurora–Lakewood metropolitan area | Statement: [Front Range Urban Corridor, containsMetropolitanArea, Denver–Aurora–Lakewood metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Denver–Aurora–Lakewood metropolitan area Context triple: [Front Range Urban Corridor, containsMetropolitanArea, Denver–Aurora–Lakewood metropolitan area]
-
A.
Front Range Urban Corridor
The Front Range Urban Corridor is a major north–south urbanized region along the eastern edge of the Rocky Mountains in Colorado and Wyoming, encompassing a chain of interconnected cities and suburbs including Denver, Colorado Springs, and Pueblo.
-
B.
Lakewood, Colorado
Lakewood, Colorado is a suburban city just west of Denver, known for its residential communities, retail centers, and proximity to the Rocky Mountains.
-
C.
Highlands Ranch
Highlands Ranch is a large, unincorporated suburban community in Douglas County, Colorado, known for its master-planned neighborhoods and proximity to Denver along the Front Range.
-
D.
Longmont
Longmont is a mid-sized city in northern Colorado known for its proximity to the Rocky Mountains, growing tech and craft brewing scenes, and role as a residential and commercial hub along the Front Range.
-
E.
Greeley
Greeley is a city in northern Colorado known for its agricultural roots, growing population, and role as a regional economic and educational center.
- 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: Denver–Aurora–Lakewood metropolitan area Triple: [Front Range Urban Corridor, containsMetropolitanArea, Denver–Aurora–Lakewood metropolitan area]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Denver–Aurora–Lakewood metropolitan area Target entity description: 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.
-
A.
Front Range Urban Corridor
The Front Range Urban Corridor is a major north–south urbanized region along the eastern edge of the Rocky Mountains in Colorado and Wyoming, encompassing a chain of interconnected cities and suburbs including Denver, Colorado Springs, and Pueblo.
-
B.
Lakewood, Colorado
Lakewood, Colorado is a suburban city just west of Denver, known for its residential communities, retail centers, and proximity to the Rocky Mountains.
-
C.
Highlands Ranch
Highlands Ranch is a large, unincorporated suburban community in Douglas County, Colorado, known for its master-planned neighborhoods and proximity to Denver along the Front Range.
-
D.
Longmont
Longmont is a mid-sized city in northern Colorado known for its proximity to the Rocky Mountains, growing tech and craft brewing scenes, and role as a residential and commercial hub along the Front Range.
-
E.
Greeley
Greeley is a city in northern Colorado known for its agricultural roots, growing population, and role as a regional economic and educational center.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: containsMetropolitanArea Context triple: [Front Range Urban Corridor, containsMetropolitanArea, Denver–Aurora–Lakewood metropolitan area]
-
A.
hasMetropolitanAreaName
Indicates that an entity is associated with a metropolitan area identified by a specific name.
-
B.
representsMetropolitanArea
Indicates that one entity serves as or corresponds to the metropolitan area associated with another entity.
-
C.
hasMetropolitan
chosen
Indicates that an entity is associated with, served by, or located within a specific metropolitan area.
-
D.
operatesInMetropolitanArea
Indicates that an entity conducts its activities or provides its services within a specified metropolitan area.
-
E.
hasMetropolitanCounty
Indicates that an entity is associated with, located within, or administered by a specific metropolitan county.
- F. None of above.
Provenance (6 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_69a49e402d9c8190936896e3ebb6edc5 |
completed | March 1, 2026, 8:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a5dc91ff30819095a00852c3e2dfae |
completed | March 2, 2026, 6:53 p.m. |
| NEDg | Description generation | batch_69a5de26ff1081908a60b55a1deab804 |
completed | March 2, 2026, 6:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a5ff1ac6f481909915fd5b2e648558 |
completed | March 2, 2026, 9:20 p.m. |
| PD | Predicate disambiguation | batch_69a49d0069d0819087c83b608f6fc053 |
completed | March 1, 2026, 8:09 p.m. |
Created at: March 1, 2026, 7:35 p.m.