Triple

T2206509
Position Surface form Disambiguated ID Type / Status
Subject U.S. Route 34 E50811 entity
Predicate connectsCity P4245 FINISHED
Object Loveland, Colorado
Loveland, Colorado is a city in northern Colorado known for its art community, Valentine re-mailing tradition, and proximity to the Rocky Mountains.
E264083 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: Loveland, Colorado | Statement: [U.S. Route 34, connectsCity, Loveland, Colorado]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Loveland, Colorado
Context triple: [U.S. Route 34, connectsCity, Loveland, Colorado]
  • A. Leadville, Colorado
    Leadville, Colorado is a historic high-altitude former silver-mining town in the Rocky Mountains, known as one of the highest incorporated cities in the United States.
  • B. Vineland, Colorado
    Vineland, Colorado is a small unincorporated community and agricultural area located in Pueblo County in southern Colorado.
  • 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. Black Hawk, Colorado
    Black Hawk, Colorado is a historic former mining town in the Rocky Mountains that boomed during the Colorado Gold Rush and is now known for its casinos and preserved 19th-century character.
  • E. Lamar, Colorado
    Lamar, Colorado is a small city in southeastern Colorado known as an agricultural and transportation hub on the High Plains.
  • 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: Loveland, Colorado
Triple: [U.S. Route 34, connectsCity, Loveland, Colorado]
Generated description
Loveland, Colorado is a city in northern Colorado known for its art community, Valentine re-mailing tradition, and proximity to the Rocky Mountains.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Loveland, Colorado
Target entity description: Loveland, Colorado is a city in northern Colorado known for its art community, Valentine re-mailing tradition, and proximity to the Rocky Mountains.
  • A. Leadville, Colorado
    Leadville, Colorado is a historic high-altitude former silver-mining town in the Rocky Mountains, known as one of the highest incorporated cities in the United States.
  • B. Vineland, Colorado
    Vineland, Colorado is a small unincorporated community and agricultural area located in Pueblo County in southern Colorado.
  • 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. Black Hawk, Colorado
    Black Hawk, Colorado is a historic former mining town in the Rocky Mountains that boomed during the Colorado Gold Rush and is now known for its casinos and preserved 19th-century character.
  • E. Lamar, Colorado
    Lamar, Colorado is a small city in southeastern Colorado known as an agricultural and transportation hub on the High Plains.
  • 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_69a88b06709c8190978fb2418470d1b6 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abbfca300c81908b33debafa77d152 completed March 7, 2026, 6:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69aeb3b515c081909d6ad7f0506ea5a8 completed March 9, 2026, 11:49 a.m.
NEDg Description generation batch_69aeb77bd16c81908696c3c3244c2358 completed March 9, 2026, 12:05 p.m.
NED2 Entity disambiguation (via description) batch_69aeb7d22ff48190b22ab9a1411f5caf completed March 9, 2026, 12:06 p.m.
Created at: March 4, 2026, 7:46 p.m.