Triple

T13386590
Position Surface form Disambiguated ID Type / Status
Subject El Centro metropolitan area E319459 entity
Predicate partOf P40 FINISHED
Object U.S. Census Bureau metropolitan statistical areas
U.S. Census Bureau metropolitan statistical areas are officially defined geographic regions in the United States centered around urban cores, used for collecting, analyzing, and publishing standardized demographic and economic data.
E103547 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: U.S. Census Bureau metropolitan statistical areas | Statement: [El Centro metropolitan area, partOf, U.S. Census Bureau metropolitan statistical areas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Census Bureau metropolitan statistical areas
Context triple: [El Centro metropolitan area, partOf, U.S. Census Bureau metropolitan statistical areas]
  • A. United States Office of Management and Budget metropolitan statistical area
    The United States Office of Management and Budget metropolitan statistical area is a regionally defined urbanized area and its surrounding communities designated by the U.S. Office of Management and Budget for federal statistical and administrative purposes.
  • B. U.S. metropolitan areas
    U.S. metropolitan areas are densely populated urban regions in the United States that encompass a central city and its surrounding economically and socially integrated communities.
  • C. Core Based Statistical Area
    A Core Based Statistical Area is a U.S. geographic region defined around an urban core of at least 10,000 people, used by federal agencies for statistical and planning purposes.
  • D. United States Census Bureau designated areas
    United States Census Bureau designated areas are specific geographic regions defined by the Census Bureau for the purpose of collecting, analyzing, and publishing statistical data about the population and economy.
  • E. U.S. Census Bureau regions and divisions
    U.S. Census Bureau regions and divisions are a standardized geographic classification system that groups U.S. states into larger regions and smaller divisions for statistical and analytical purposes.
  • 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: U.S. Census Bureau metropolitan statistical areas
Triple: [El Centro metropolitan area, partOf, U.S. Census Bureau metropolitan statistical areas]
Generated description
U.S. Census Bureau metropolitan statistical areas are officially defined geographic regions in the United States centered around urban cores, used for collecting, analyzing, and publishing standardized demographic and economic data.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Census Bureau metropolitan statistical areas
Target entity description: U.S. Census Bureau metropolitan statistical areas are officially defined geographic regions in the United States centered around urban cores, used for collecting, analyzing, and publishing standardized demographic and economic data.
  • A. United States Office of Management and Budget metropolitan statistical area
    The United States Office of Management and Budget metropolitan statistical area is a regionally defined urbanized area and its surrounding communities designated by the U.S. Office of Management and Budget for federal statistical and administrative purposes.
  • B. U.S. metropolitan areas
    U.S. metropolitan areas are densely populated urban regions in the United States that encompass a central city and its surrounding economically and socially integrated communities.
  • C. Core Based Statistical Area
    A Core Based Statistical Area is a U.S. geographic region defined around an urban core of at least 10,000 people, used by federal agencies for statistical and planning purposes.
  • D. United States Census Bureau designated areas chosen
    United States Census Bureau designated areas are specific geographic regions defined by the Census Bureau for the purpose of collecting, analyzing, and publishing statistical data about the population and economy.
  • E. U.S. Census Bureau regions and divisions
    U.S. Census Bureau regions and divisions are a standardized geographic classification system that groups U.S. states into larger regions and smaller divisions for statistical and analytical purposes.
  • F. None of above.

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_69d806b886bc8190b676e7768b8e01c5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dadce96d1881909957fdd068a7f55d completed April 11, 2026, 11:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7268f9a908190843481dd313f5a11 completed May 3, 2026, 10:42 a.m.
NEDg Description generation batch_69f7272115f4819092e4fa0fd7f130b5 completed May 3, 2026, 10:44 a.m.
NED2 Entity disambiguation (via description) batch_69f72992483c8190873ba7050ad9e6fa completed May 3, 2026, 10:55 a.m.
Created at: April 9, 2026, 9:34 p.m.