Triple
T622705
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Front Range Urban Corridor |
E14547
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object |
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.
|
E81890
|
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: Highlands Ranch | Statement: [Front Range Urban Corridor, hasCity, Highlands Ranch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Highlands Ranch Context triple: [Front Range Urban Corridor, hasCity, Highlands Ranch]
-
A.
Broomfield
Broomfield is a consolidated city and county in north-central Colorado, known for its suburban communities, tech employers, and location between Denver and Boulder along the Front Range.
-
B.
Littleton
Littleton is a suburban town in Middlesex County, Massachusetts, located northwest of Boston.
-
C.
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.
-
D.
Las Colinas
Las Colinas is a large, master-planned urban center in Irving, Texas, known for its corporate offices, upscale residential areas, and mixed-use developments within the Dallas–Fort Worth region.
-
E.
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.
- 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: Highlands Ranch Triple: [Front Range Urban Corridor, hasCity, Highlands Ranch]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Highlands Ranch Target entity description: 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.
-
A.
Broomfield
Broomfield is a consolidated city and county in north-central Colorado, known for its suburban communities, tech employers, and location between Denver and Boulder along the Front Range.
-
B.
Littleton
Littleton is a suburban town in Middlesex County, Massachusetts, located northwest of Boston.
-
C.
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.
-
D.
Las Colinas
Las Colinas is a large, master-planned urban center in Irving, Texas, known for its corporate offices, upscale residential areas, and mixed-use developments within the Dallas–Fort Worth region.
-
E.
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.
- 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_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_69a5914419848190bfdc565fb9a80022 |
completed | March 2, 2026, 1:31 p.m. |
| NEDg | Description generation | batch_69a5921e700081909ffd12d1186d4395 |
completed | March 2, 2026, 1:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a5927bd8508190b390136092103835 |
completed | March 2, 2026, 1:37 p.m. |
Created at: March 1, 2026, 7:35 p.m.