Triple

T6558520
Position Surface form Disambiguated ID Type / Status
Subject Milton, Massachusetts E152512 entity
Predicate partOf P40 FINISHED
Object United States Census Bureau New England City and Town Area of Boston
The United States Census Bureau New England City and Town Area of Boston is a statistical metropolitan region centered on Boston that groups together Boston and its surrounding New England cities and towns for demographic and economic analysis.
E604883 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 New England City and Town Area of Boston | Statement: [Milton, Massachusetts, partOf, United States Census Bureau New England City and Town Area of Boston]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States Census Bureau New England City and Town Area of Boston
Context triple: [Milton, Massachusetts, partOf, United States Census Bureau New England City and Town Area of Boston]
  • A. 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.
  • B. 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.
  • 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. Boston–Worcester–Providence combined statistical area
    The Boston–Worcester–Providence combined statistical area is a large multi-state U.S. population and economic region centered on the cities of Boston, Worcester, and Providence in New England.
  • E. 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.
  • 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 New England City and Town Area of Boston
Triple: [Milton, Massachusetts, partOf, United States Census Bureau New England City and Town Area of Boston]
Generated description
The United States Census Bureau New England City and Town Area of Boston is a statistical metropolitan region centered on Boston that groups together Boston and its surrounding New England cities and towns for demographic and economic analysis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States Census Bureau New England City and Town Area of Boston
Target entity description: The United States Census Bureau New England City and Town Area of Boston is a statistical metropolitan region centered on Boston that groups together Boston and its surrounding New England cities and towns for demographic and economic analysis.
  • A. 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.
  • B. 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.
  • 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. Boston–Worcester–Providence combined statistical area
    The Boston–Worcester–Providence combined statistical area is a large multi-state U.S. population and economic region centered on the cities of Boston, Worcester, and Providence in New England.
  • E. 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.
  • 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_69c688058d6881908c19b309cc55dbfa completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ae202e508190a08a0c0584648b83 completed March 27, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d55c817481908f570b85a6b407f9 completed March 27, 2026, 7:07 p.m.
NEDg Description generation batch_69c6d6dad26481908ac4bc0ed703091b completed March 27, 2026, 7:13 p.m.
NED2 Entity disambiguation (via description) batch_69c6d84076d48190ada0903af49613de completed March 27, 2026, 7:19 p.m.
Created at: March 27, 2026, 1:52 p.m.