Triple

T8525009
Position Surface form Disambiguated ID Type / Status
Subject Hickory–Lenoir–Morganton Metropolitan Statistical Area E201790 entity
Predicate partOf P40 FINISHED
Object United States Census Bureau metropolitan statistical areas
United States Census Bureau metropolitan statistical areas are geographic regions in the United States defined for statistical purposes, centered around an urban core with a large population and close economic and social integration with surrounding communities.
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: United States Census Bureau metropolitan statistical areas | Statement: [Hickory–Lenoir–Morganton Metropolitan Statistical Area, partOf, United States Census Bureau metropolitan statistical areas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States Census Bureau metropolitan statistical areas
Context triple: [Hickory–Lenoir–Morganton Metropolitan Statistical Area, partOf, United States 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. 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.
  • 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. 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.
  • E. United States Census Bureau metropolitan statistical area of Baltimore-Columbia-Towson
    The United States Census Bureau metropolitan statistical area of Baltimore-Columbia-Towson is a federally defined urban region centered on Baltimore and its surrounding communities, used for statistical and economic analysis of the greater metropolitan area.
  • 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 metropolitan statistical areas
Triple: [Hickory–Lenoir–Morganton Metropolitan Statistical Area, partOf, United States Census Bureau metropolitan statistical areas]
Generated description
United States Census Bureau metropolitan statistical areas are geographic regions in the United States defined for statistical purposes, centered around an urban core with a large population and close economic and social integration with surrounding communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States Census Bureau metropolitan statistical areas
Target entity description: United States Census Bureau metropolitan statistical areas are geographic regions in the United States defined for statistical purposes, centered around an urban core with a large population and close economic and social integration with surrounding communities.
  • 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. 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.
  • 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. 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.
  • E. United States Census Bureau metropolitan statistical area of Baltimore-Columbia-Towson
    The United States Census Bureau metropolitan statistical area of Baltimore-Columbia-Towson is a federally defined urban region centered on Baltimore and its surrounding communities, used for statistical and economic analysis of the greater metropolitan area.
  • 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_69ca83228b24819085d22e7dc99f5d94 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe644c4648190a14dcaeaa90d72c7 completed March 31, 2026, 3:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4e9219108190979430a4308fc4c5 completed April 2, 2026, 11:10 a.m.
NEDg Description generation batch_69ce5028c38c81908e81390d0be21387 completed April 2, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69ce517fea7c819098d0343fd2c4ccdd completed April 2, 2026, 11:22 a.m.
Created at: March 30, 2026, 6:16 p.m.