Triple

T792176
Position Surface form Disambiguated ID Type / Status
Subject Bessemer, Alabama E16937 entity
Predicate demographicsSource P19191 FINISHED
Object United States Census Bureau E2037 NE FINISHED

How this triple was built (3 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 | Statement: [Bessemer, Alabama, demographicsSource, United States Census Bureau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States Census Bureau
Context triple: [Bessemer, Alabama, demographicsSource, United States Census Bureau]
  • A. Bureau of the Census chosen
    The Bureau of the Census is the principal U.S. federal agency responsible for collecting, analyzing, and disseminating population and economic data, including conducting the decennial national census.
  • B. Bureau of Labor Statistics
    The Bureau of Labor Statistics is the principal U.S. federal agency responsible for collecting, analyzing, and disseminating essential economic data on labor market activity, prices, and productivity.
  • C. Bureau of Economic Analysis
    The Bureau of Economic Analysis is a U.S. government agency that produces key economic statistics, including national income and product accounts such as GDP, to inform public and private decision-making.
  • D. United States Census Bureau Suitland Federal Center
    The United States Census Bureau Suitland Federal Center is a major federal complex in Maryland that serves as the headquarters and primary operations center for the U.S. Census Bureau and related statistical agencies.
  • E. United States Department of Labor
    The United States Department of Labor is a federal executive department responsible for promoting the welfare of wage earners, improving working conditions, and overseeing labor-related laws and programs in the United States.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: demographicsSource
Context triple: [Bessemer, Alabama, demographicsSource, United States Census Bureau]
  • A. demographics
    Indicates the relationship of providing or characterizing statistical information about a population’s attributes, such as age, gender, income, or education.
  • B. demographicsNote
    Indicates that there is an associated note or commentary describing demographic-related information about an entity.
  • C. demographicsLabel
    Indicates the categorical demographic group or segment that an entity is associated with or classified under.
  • D. demographicScope
    Indicates the specific population group or demographic segment to which something (e.g., a policy, study, product, or service) is targeted or applicable.
  • E. hasDemographic
    Indicates that an entity is associated with or characterized by a particular demographic group or attribute.
  • 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_69a4936cb7448190914f5fe4b8d81607 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a798c7608190b9c79c52a1fe0859 completed March 1, 2026, 8:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69a67880f9608190b0676eb47ea99ca1 completed March 3, 2026, 5:58 a.m.
PD Predicate disambiguation batch_69a4a510f61881909175d6d8719246cd completed March 1, 2026, 8:44 p.m.
PDg Predicate description generation batch_69a4a5edd0248190bd0240e5b3e67c71 completed March 1, 2026, 8:47 p.m.
Created at: March 1, 2026, 7:38 p.m.