Triple
T3005531
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Highlands Ranch |
E81890
|
entity |
| Predicate | planningAuthority |
P11585
|
FINISHED |
| Object |
Highlands Ranch Community Association
Highlands Ranch Community Association is the master homeowners association that manages community standards, amenities, and development oversight for the planned community of Highlands Ranch, Colorado.
|
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 Community Association | Statement: [Highlands Ranch, planningAuthority, Highlands Ranch Community Association]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Highlands Ranch Community Association Context triple: [Highlands Ranch, planningAuthority, Highlands Ranch Community Association]
-
A.
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.
-
B.
Lone Tree Community School District
Lone Tree Community School District is a public school district serving the community of Lone Tree and surrounding rural areas in southeastern Iowa.
-
C.
Reston Association
Reston Association is the primary community association responsible for managing amenities, services, and covenants for residents of the planned community of Reston, Virginia.
-
D.
Centennial School District
Centennial School District is a public school district serving students in parts of Gresham and surrounding communities in the Portland metropolitan area of Oregon.
-
E.
Wheat Ridge, Colorado
Wheat Ridge, Colorado is a suburban city in the Denver metropolitan area known for its residential neighborhoods, parks, and historic agricultural roots.
- 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 Community Association Triple: [Highlands Ranch, planningAuthority, Highlands Ranch Community Association]
Generated description
Highlands Ranch Community Association is the master homeowners association that manages community standards, amenities, and development oversight for the planned community of Highlands Ranch, Colorado.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Highlands Ranch Community Association Target entity description: Highlands Ranch Community Association is the master homeowners association that manages community standards, amenities, and development oversight for the planned community of Highlands Ranch, Colorado.
-
A.
Highlands Ranch
chosen
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.
-
B.
Lone Tree Community School District
Lone Tree Community School District is a public school district serving the community of Lone Tree and surrounding rural areas in southeastern Iowa.
-
C.
Reston Association
Reston Association is the primary community association responsible for managing amenities, services, and covenants for residents of the planned community of Reston, Virginia.
-
D.
Centennial School District
Centennial School District is a public school district serving students in parts of Gresham and surrounding communities in the Portland metropolitan area of Oregon.
-
E.
Wheat Ridge, Colorado
Wheat Ridge, Colorado is a suburban city in the Denver metropolitan area known for its residential neighborhoods, parks, and historic agricultural roots.
- 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_69ad8b1c4de88190a83b7cefaa1f2842 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9a15ad9c81908255003bdb38d603 |
completed | March 8, 2026, 3:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b12e56bbd881909680248acca30557 |
completed | March 11, 2026, 8:56 a.m. |
| NEDg | Description generation | batch_69b12f07ec088190a63e30f8a1f7937a |
completed | March 11, 2026, 8:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1cb6571388190970bae846bfc57a2 |
completed | March 11, 2026, 8:07 p.m. |
Created at: March 8, 2026, 3 p.m.