Triple

T10790709
Position Surface form Disambiguated ID Type / Status
Subject Adams County, Colorado E254570 entity
Predicate largestCity P235 FINISHED
Object Thornton, Colorado
Thornton, Colorado is a rapidly growing suburban city in the Denver metropolitan area known for its residential communities, parks, and proximity to major urban amenities.
E901498 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: Thornton, Colorado | Statement: [Adams County, Colorado, largestCity, Thornton, Colorado]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thornton, Colorado
Context triple: [Adams County, Colorado, largestCity, Thornton, Colorado]
  • A. Silverthorne, Colorado
    Silverthorne, Colorado is a mountain town in Summit County known as a gateway to several major ski resorts and outdoor recreation areas in the Colorado Rockies.
  • B. Morrison, Colorado
    Morrison, Colorado is a small historic town in Jefferson County best known as the gateway to Red Rocks Park and Amphitheatre and for its nearby dinosaur fossil sites.
  • C. Cortez, Colorado
    Cortez, Colorado is a small city in southwestern Colorado known as a gateway to Mesa Verde National Park and the Four Corners region.
  • D. Wiley, Colorado
    Wiley, Colorado is a small rural community located in southeastern Colorado within Prowers County.
  • E. Manitou Springs, Colorado
    Manitou Springs, Colorado is a historic resort town at the base of Pikes Peak known for its natural mineral springs, artsy downtown, and proximity to major Rocky Mountain attractions.
  • 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: Thornton, Colorado
Triple: [Adams County, Colorado, largestCity, Thornton, Colorado]
Generated description
Thornton, Colorado is a rapidly growing suburban city in the Denver metropolitan area known for its residential communities, parks, and proximity to major urban amenities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thornton, Colorado
Target entity description: Thornton, Colorado is a rapidly growing suburban city in the Denver metropolitan area known for its residential communities, parks, and proximity to major urban amenities.
  • A. Silverthorne, Colorado
    Silverthorne, Colorado is a mountain town in Summit County known as a gateway to several major ski resorts and outdoor recreation areas in the Colorado Rockies.
  • B. Morrison, Colorado
    Morrison, Colorado is a small historic town in Jefferson County best known as the gateway to Red Rocks Park and Amphitheatre and for its nearby dinosaur fossil sites.
  • C. Cortez, Colorado
    Cortez, Colorado is a small city in southwestern Colorado known as a gateway to Mesa Verde National Park and the Four Corners region.
  • D. Wiley, Colorado
    Wiley, Colorado is a small rural community located in southeastern Colorado within Prowers County.
  • E. Manitou Springs, Colorado
    Manitou Springs, Colorado is a historic resort town at the base of Pikes Peak known for its natural mineral springs, artsy downtown, and proximity to major Rocky Mountain attractions.
  • 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_69d6aa609f008190a294200aefcb7bd5 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d732f5b8248190a633dc44ae620a3a completed April 9, 2026, 5:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69e3a9033148819095c6e7485c3a73e6 completed April 18, 2026, 3:53 p.m.
NEDg Description generation batch_69e3b1dfea348190a61eb19266801ad0 completed April 18, 2026, 4:31 p.m.
NED2 Entity disambiguation (via description) batch_69e3b2c65fa081908038cc2f71e49073 completed April 18, 2026, 4:35 p.m.
Created at: April 8, 2026, 9:17 p.m.