Triple

T776643
Position Surface form Disambiguated ID Type / Status
Subject Southern Colorado E16400 entity
Predicate hasCity P316 FINISHED
Object 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.
E121184 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: Manitou Springs, Colorado | Statement: [Southern Colorado, hasCity, Manitou Springs, Colorado]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Manitou Springs, Colorado
Context triple: [Southern Colorado, hasCity, Manitou Springs, Colorado]
  • A. Boulder, Colorado
    Boulder, Colorado is a city at the foothills of the Rocky Mountains known for its research institutions, outdoor recreation, and vibrant university community.
  • B. Colorado Springs, Colorado
    Colorado Springs, Colorado is a major U.S. city known for its proximity to the Rocky Mountains and Pikes Peak, as well as being a national hub for Olympic and elite sports organizations.
  • C. Belmont, Colorado
    Belmont, Colorado is a residential neighborhood and former unincorporated community that is now part of the city of Pueblo in Pueblo County.
  • D. Colorado City, Colorado
    Colorado City, Colorado is a small unincorporated community and census-designated place in southern Colorado located along Interstate 25 at the base of the Greenhorn Mountains.
  • E. Alamosa, Colorado
    Alamosa, Colorado is a small city in the San Luis Valley known as a regional hub for southern Colorado and a gateway to Great Sand Dunes National Park.
  • 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: Manitou Springs, Colorado
Triple: [Southern Colorado, hasCity, Manitou Springs, Colorado]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Manitou Springs, Colorado
Target entity description: 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.
  • A. Boulder, Colorado
    Boulder, Colorado is a city at the foothills of the Rocky Mountains known for its research institutions, outdoor recreation, and vibrant university community.
  • B. Colorado Springs, Colorado
    Colorado Springs, Colorado is a major U.S. city known for its proximity to the Rocky Mountains and Pikes Peak, as well as being a national hub for Olympic and elite sports organizations.
  • C. Belmont, Colorado
    Belmont, Colorado is a residential neighborhood and former unincorporated community that is now part of the city of Pueblo in Pueblo County.
  • D. Colorado City, Colorado
    Colorado City, Colorado is a small unincorporated community and census-designated place in southern Colorado located along Interstate 25 at the base of the Greenhorn Mountains.
  • E. Alamosa, Colorado
    Alamosa, Colorado is a small city in the San Luis Valley known as a regional hub for southern Colorado and a gateway to Great Sand Dunes National Park.
  • 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_69a4936ad1fc81908f190208059ccf78 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a733add08190bccd99cf9ec9096e completed March 1, 2026, 8:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac3b978de4819083b117ee3a6cb8c1 completed March 7, 2026, 2:52 p.m.
NEDg Description generation batch_69ac3c9a92008190a6336626faed36bd completed March 7, 2026, 2:56 p.m.
NED2 Entity disambiguation (via description) batch_69ac3d0fcdb88190b4c5e5ddf41e2716 completed March 7, 2026, 2:58 p.m.
Created at: March 1, 2026, 7:37 p.m.