Triple

T13788582
Position Surface form Disambiguated ID Type / Status
Subject Warren, Ohio E331329 entity
Predicate isPartOf P10 FINISHED
Object United States Census Bureau urban area
The United States Census Bureau urban area is a statistical geographic designation used by the Census Bureau to define densely developed territories that represent urbanized regions and clusters of population.
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 urban area | Statement: [Warren, Ohio, isPartOf, United States Census Bureau urban area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States Census Bureau urban area
Context triple: [Warren, Ohio, isPartOf, United States Census Bureau urban area]
  • A. United States Census Bureau-defined Washington urban area
    The United States Census Bureau-defined Washington urban area is a statistical urbanized region centered on Washington, Pennsylvania, encompassing the city and its surrounding developed communities for demographic and planning 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. 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.
  • D. United States Census Bureau-defined Miami urbanized area
    The United States Census Bureau-defined Miami urbanized area is a densely developed metropolitan region centered on Miami that encompasses numerous surrounding communities and suburbs within South Florida.
  • E. United States Census Bureau metropolitan area of Bluefield micropolitan area
    The United States Census Bureau metropolitan area of Bluefield micropolitan area is a small, federally defined labor and population center anchored by the city of Bluefield and surrounding communities, including Mercer County, West Virginia.
  • 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 urban area
Triple: [Warren, Ohio, isPartOf, United States Census Bureau urban area]
Generated description
The United States Census Bureau urban area is a statistical geographic designation used by the Census Bureau to define densely developed territories that represent urbanized regions and clusters of population.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States Census Bureau urban area
Target entity description: The United States Census Bureau urban area is a statistical geographic designation used by the Census Bureau to define densely developed territories that represent urbanized regions and clusters of population.
  • A. United States Census Bureau-defined Washington urban area
    The United States Census Bureau-defined Washington urban area is a statistical urbanized region centered on Washington, Pennsylvania, encompassing the city and its surrounding developed communities for demographic and planning 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. 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.
  • D. United States Census Bureau-defined Miami urbanized area
    The United States Census Bureau-defined Miami urbanized area is a densely developed metropolitan region centered on Miami that encompasses numerous surrounding communities and suburbs within South Florida.
  • E. United States Census Bureau metropolitan area of Bluefield micropolitan area
    The United States Census Bureau metropolitan area of Bluefield micropolitan area is a small, federally defined labor and population center anchored by the city of Bluefield and surrounding communities, including Mercer County, West Virginia.
  • 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_69d81c58feb08190a77bca8bf7d6d20f completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0249e4f88190a80316394940627d completed April 14, 2026, 9 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b07f5cf48190b59827efb5918a95 completed May 3, 2026, 8:30 p.m.
NEDg Description generation batch_69f7b208e3c88190962a5ce45aecf3e6 completed May 3, 2026, 8:37 p.m.
NED2 Entity disambiguation (via description) batch_69f7b2c55e188190b0ea8fa400ff2dfc completed May 3, 2026, 8:40 p.m.
Created at: April 9, 2026, 10:11 p.m.