Triple

T3005558
Position Surface form Disambiguated ID Type / Status
Subject Highlands Ranch E81890 entity
Predicate hasRecreationOrganization P30507 FINISHED
Object Highlands Ranch Community Association
Highlands Ranch Community Association is the primary governing and recreational body that manages community amenities, events, and covenant enforcement for residents of Highlands Ranch, Colorado.
E321614 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: Highlands Ranch Community Association | Statement: [Highlands Ranch, hasRecreationOrganization, 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, hasRecreationOrganization, 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, hasRecreationOrganization, Highlands Ranch Community Association]
Generated description
Highlands Ranch Community Association is the primary governing and recreational body that manages community amenities, events, and covenant enforcement for residents 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 primary governing and recreational body that manages community amenities, events, and covenant enforcement for residents of Highlands Ranch, Colorado.
  • 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
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasRecreationOrganization
Context triple: [Highlands Ranch, hasRecreationOrganization, Highlands Ranch Community Association]
  • A. hasRecreationalOrganization chosen
    Indicates that an entity is associated with, or hosts, a recreational organization such as a club, team, or leisure group.
  • B. hasRecreationActivity
    Indicates that an entity provides, includes, or is associated with a particular recreational activity.
  • C. hasRecreationFacility
    Indicates that one entity provides, contains, or is equipped with a recreational facility for use by another entity or by the public.
  • D. hasRecreationType
    Indicates that an entity is associated with or offers a particular type or category of recreational activity.
  • E. hasRecreationalArea
    Indicates that an entity includes, provides, or is associated with a designated space intended for leisure or recreational activities.
  • 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_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_69b1dea3a31481908db6871cf6c37781 completed March 11, 2026, 9:29 p.m.
NEDg Description generation batch_69b1df85a39c8190ada558de530e3772 completed March 11, 2026, 9:32 p.m.
NED2 Entity disambiguation (via description) batch_69b1e3e6aeb48190914d62616ea0c7e1 completed March 11, 2026, 9:51 p.m.
PD Predicate disambiguation batch_69ad96180eb08190a524c5f458d41382 completed March 8, 2026, 3:30 p.m.
Created at: March 8, 2026, 3 p.m.