Triple

T19802532
Position Surface form Disambiguated ID Type / Status
Subject Cloudcroft, New Mexico E475719 entity
Predicate partOf P40 FINISHED
Object United States Census Bureau statistical areas for Otero County
The United States Census Bureau statistical areas for Otero County are the officially defined geographic units used to collect, analyze, and report demographic and economic data for communities such as Cloudcroft, New Mexico, within Otero County.
E1396083 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: United States Census Bureau statistical areas for Otero County | Statement: [Cloudcroft, New Mexico, partOf, United States Census Bureau statistical areas for Otero County]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States Census Bureau statistical areas for Otero County
Context triple: [Cloudcroft, New Mexico, partOf, United States Census Bureau statistical areas for Otero County]
  • A. United States Census Bureau places in Colorado
    United States Census Bureau places in Colorado are officially defined geographic areas used by the Census Bureau for statistical data collection and analysis within the state of Colorado.
  • B. Otero County, Colorado
    Otero County, Colorado is a rural county in southeastern Colorado known for its agricultural economy and historic towns such as La Junta.
  • C. Otero County, New Mexico
    Otero County, New Mexico is a largely rural county in south-central New Mexico known for its desert landscapes, including parts of White Sands and the Lincoln National Forest, and the city of Alamogordo.
  • D. Pueblo, Colorado Metropolitan Statistical Area
    The Pueblo, Colorado Metropolitan Statistical Area is a U.S. Census-defined region centered on the city of Pueblo that encompasses surrounding communities in southern Colorado for demographic and economic analysis.
  • E. Mesa County, Colorado
    Mesa County, Colorado is a county in western Colorado known for its high-desert landscapes, agriculture, and as the home of the regional hub city of Grand Junction.
  • 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: United States Census Bureau statistical areas for Otero County
Triple: [Cloudcroft, New Mexico, partOf, United States Census Bureau statistical areas for Otero County]
Generated description
The United States Census Bureau statistical areas for Otero County are the officially defined geographic units used to collect, analyze, and report demographic and economic data for communities such as Cloudcroft, New Mexico, within Otero County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States Census Bureau statistical areas for Otero County
Target entity description: The United States Census Bureau statistical areas for Otero County are the officially defined geographic units used to collect, analyze, and report demographic and economic data for communities such as Cloudcroft, New Mexico, within Otero County.
  • A. United States Census Bureau places in Colorado
    United States Census Bureau places in Colorado are officially defined geographic areas used by the Census Bureau for statistical data collection and analysis within the state of Colorado.
  • B. Otero County, Colorado
    Otero County, Colorado is a rural county in southeastern Colorado known for its agricultural economy and historic towns such as La Junta.
  • C. Otero County, New Mexico
    Otero County, New Mexico is a largely rural county in south-central New Mexico known for its desert landscapes, including parts of White Sands and the Lincoln National Forest, and the city of Alamogordo.
  • D. Pueblo, Colorado Metropolitan Statistical Area
    The Pueblo, Colorado Metropolitan Statistical Area is a U.S. Census-defined region centered on the city of Pueblo that encompasses surrounding communities in southern Colorado for demographic and economic analysis.
  • E. Mesa County, Colorado
    Mesa County, Colorado is a county in western Colorado known for its high-desert landscapes, agriculture, and as the home of the regional hub city of Grand Junction.
  • 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_69d8e51bc4208190a1c57d8c5d1b15e4 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e654257cb4819096fb2aa5d1f7fbb0 completed April 20, 2026, 4:28 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07c50a78dc8190ae3125974372785c completed May 16, 2026, 1:14 a.m.
NEDg Description generation batch_6a07c59d56c8819092cd0d6ac6265ebf completed May 16, 2026, 1:17 a.m.
NED2 Entity disambiguation (via description) batch_6a07c61cde3081909bfec0054e4cd5e9 completed May 16, 2026, 1:19 a.m.
Created at: April 10, 2026, 1:49 p.m.