Triple

T622696
Position Surface form Disambiguated ID Type / Status
Subject Front Range Urban Corridor E14547 entity
Predicate hasCity P316 FINISHED
Object Loveland
Loveland is a city in northern Colorado known for its art community, sculpture parks, and proximity to the Rocky Mountains.
 E83132 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 | Statement: [Front Range Urban Corridor, hasCity, Loveland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Loveland
Context triple: [Front Range Urban Corridor, hasCity, Loveland]
  • A. Pleasant Valley
    Pleasant Valley is a small town and community in Dutchess County, New York, known for its rural character and residential neighborhoods.
  • B. Kanesville
    Kanesville was the mid-19th-century Mormon settlement that later became the city of Council Bluffs, Iowa.
  • C. Grass Valley
    Grass Valley is a historic gold-mining town in California’s Sierra Nevada foothills, known for its role in the California Gold Rush and its preserved 19th-century downtown.
  • D. Harpley
    Harpley is a small rural village in Norfolk, England, known for its traditional English countryside setting and historic parish church.
  • E. Groveland
    Groveland is a small unincorporated community in California’s Sierra Nevada foothills, known as a gateway town for visitors traveling to Yosemite 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: Loveland
Triple: [Front Range Urban Corridor, hasCity, Loveland]
Generated description
Loveland is a city in northern Colorado known for its art community, sculpture parks, and proximity to the Rocky Mountains.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Loveland
Target entity description: Loveland is a city in northern Colorado known for its art community, sculpture parks, and proximity to the Rocky Mountains.
  • A. Pleasant Valley
    Pleasant Valley is a small town and community in Dutchess County, New York, known for its rural character and residential neighborhoods.
  • B. Kanesville
    Kanesville was the mid-19th-century Mormon settlement that later became the city of Council Bluffs, Iowa.
  • C. Grass Valley
    Grass Valley is a historic gold-mining town in California’s Sierra Nevada foothills, known for its role in the California Gold Rush and its preserved 19th-century downtown.
  • D. Harpley
    Harpley is a small rural village in Norfolk, England, known for its traditional English countryside setting and historic parish church.
  • E. Groveland
    Groveland is a small unincorporated community in California’s Sierra Nevada foothills, known as a gateway town for visitors traveling to Yosemite 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_69a4934b17c881909ace8270e8ddd202 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49e402d9c8190936896e3ebb6edc5 completed March 1, 2026, 8:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5c38d2ee88190b577ca56b84e851e completed March 2, 2026, 5:06 p.m.
NEDg Description generation batch_69a5c51ae0cc8190b522436337980624 completed March 2, 2026, 5:12 p.m.
NED2 Entity disambiguation (via description) batch_69a5ce579ca8819084a1eae104e7058b completed March 2, 2026, 5:52 p.m.
Created at: March 1, 2026, 7:35 p.m.