Triple

T16045022
Position Surface form Disambiguated ID Type / Status
Subject Hallowell, Maine E389193 entity
Predicate locatedIn P40 FINISHED
Object United States Census Bureau New England city and town area of Augusta
The United States Census Bureau New England city and town area of Augusta is a statistical metropolitan region centered on Augusta, Maine, that groups together nearby cities and towns such as Hallowell for demographic and economic analysis.
E1191217 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 Augusta | Statement: [Hallowell, Maine, locatedIn, United States Census Bureau New England city and town area of Augusta]
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 Augusta
Context triple: [Hallowell, Maine, locatedIn, United States Census Bureau New England city and town area of Augusta]
  • A. 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.
  • B. United States Census Bureau New England city and town area of Hartford–East Hartford–Middletown
    The United States Census Bureau New England city and town area of Hartford–East Hartford–Middletown is a statistical region in Connecticut centered on the cities of Hartford, East Hartford, and Middletown, used for analyzing population, economic, and commuting patterns.
  • C. United States Census Bureau New England City and Town Area of Greenfield, MA
    The United States Census Bureau New England City and Town Area of Greenfield, MA is a statistical region centered on Greenfield that groups together Greenfield and surrounding communities like Northfield for demographic and economic analysis.
  • D. United States Census Bureau New Hampshire jurisdiction
    The United States Census Bureau New Hampshire jurisdiction is the geographic and administrative area within New Hampshire that the Census Bureau uses to organize, collect, and report demographic and economic data for the state’s cities, towns, and other localities.
  • E. United States Census Bureau metropolitan area of Lewiston-Auburn
    The United States Census Bureau metropolitan area of Lewiston-Auburn is a federally defined metropolitan region in Maine centered on the twin cities of Lewiston and Auburn and encompassing surrounding communities including Androscoggin County.
  • 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 Augusta
Triple: [Hallowell, Maine, locatedIn, United States Census Bureau New England city and town area of Augusta]
Generated description
The United States Census Bureau New England city and town area of Augusta is a statistical metropolitan region centered on Augusta, Maine, that groups together nearby cities and towns such as Hallowell 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 Augusta
Target entity description: The United States Census Bureau New England city and town area of Augusta is a statistical metropolitan region centered on Augusta, Maine, that groups together nearby cities and towns such as Hallowell for demographic and economic analysis.
  • A. 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.
  • B. United States Census Bureau New England city and town area of Hartford–East Hartford–Middletown
    The United States Census Bureau New England city and town area of Hartford–East Hartford–Middletown is a statistical region in Connecticut centered on the cities of Hartford, East Hartford, and Middletown, used for analyzing population, economic, and commuting patterns.
  • C. United States Census Bureau New England City and Town Area of Greenfield, MA
    The United States Census Bureau New England City and Town Area of Greenfield, MA is a statistical region centered on Greenfield that groups together Greenfield and surrounding communities like Northfield for demographic and economic analysis.
  • D. United States Census Bureau New Hampshire jurisdiction
    The United States Census Bureau New Hampshire jurisdiction is the geographic and administrative area within New Hampshire that the Census Bureau uses to organize, collect, and report demographic and economic data for the state’s cities, towns, and other localities.
  • E. United States Census Bureau metropolitan area of Lewiston-Auburn
    The United States Census Bureau metropolitan area of Lewiston-Auburn is a federally defined metropolitan region in Maine centered on the twin cities of Lewiston and Auburn and encompassing surrounding communities including Androscoggin County.
  • 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_69d86dae698881908327ef2d67706cb9 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1835d1dac819089abec9f0668ec78 completed April 17, 2026, 12:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffdbdbcf248190b7122d61d857e806 completed May 10, 2026, 1:14 a.m.
NEDg Description generation batch_69ffdcdb551c8190b367407b749314e8 completed May 10, 2026, 1:18 a.m.
NED2 Entity disambiguation (via description) batch_69ffddbfaf088190a644e7898f995c1d completed May 10, 2026, 1:22 a.m.
Created at: April 10, 2026, 4:56 a.m.