Triple

T2082931
Position Surface form Disambiguated ID Type / Status
Subject 2010 United States census E45283 entity
Predicate replacedLongFormWith P28535 FINISHED
Object American Community Survey
The American Community Survey is an ongoing nationwide survey conducted by the U.S. Census Bureau that provides detailed annual demographic, social, economic, and housing data about the U.S. population.
E232257 NE FINISHED

How this triple was built (5 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: American Community Survey | Statement: [2010 United States census, replacedLongFormWith, American Community Survey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: American Community Survey
Context triple: [2010 United States census, replacedLongFormWith, American Community Survey]
  • A. Bureau of the Census
    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. 2020 United States census
    The 2020 United States census was the nationwide population count conducted by the U.S. Census Bureau that determined congressional representation, federal funding allocations, and demographic data for the decade.
  • C. decennial United States Census
    The decennial United States Census is a nationwide population count conducted every ten years that determines the allocation of congressional seats and federal resources among the states.
  • D. American National Election Studies
    The American National Election Studies is a long-running, authoritative research program that conducts in-depth surveys of U.S. voters to analyze political attitudes, behavior, and electoral outcomes.
  • E. 2010 United States census
    The 2010 United States census was the nationwide population count conducted by the U.S. Census Bureau that determined congressional apportionment and the redrawing of legislative districts for the following decade.
  • 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: American Community Survey
Triple: [2010 United States census, replacedLongFormWith, American Community Survey]
Generated description
The American Community Survey is an ongoing nationwide survey conducted by the U.S. Census Bureau that provides detailed annual demographic, social, economic, and housing data about the U.S. population.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: American Community Survey
Target entity description: The American Community Survey is an ongoing nationwide survey conducted by the U.S. Census Bureau that provides detailed annual demographic, social, economic, and housing data about the U.S. population.
  • A. Bureau of the Census
    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. 2020 United States census
    The 2020 United States census was the nationwide population count conducted by the U.S. Census Bureau that determined congressional representation, federal funding allocations, and demographic data for the decade.
  • C. decennial United States Census
    The decennial United States Census is a nationwide population count conducted every ten years that determines the allocation of congressional seats and federal resources among the states.
  • D. American National Election Studies
    The American National Election Studies is a long-running, authoritative research program that conducts in-depth surveys of U.S. voters to analyze political attitudes, behavior, and electoral outcomes.
  • E. 2010 United States census
    The 2010 United States census was the nationwide population count conducted by the U.S. Census Bureau that determined congressional apportionment and the redrawing of legislative districts for the following decade.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: replacedLongFormWith
Context triple: [2010 United States census, replacedLongFormWith, American Community Survey]
  • A. replacedWith
    Indicates that one entity has been substituted or superseded by another entity, taking over its role, function, or position.
  • B. replacedStandard chosen
    Indicates that one standard has been superseded or taken the place of another standard.
  • C. reformName
    Indicates that an entity has undergone a reform or change resulting in a new name or designation.
  • D. replacedDuring
    Indicates that one entity took the place of another entity during a specified time period or interval.
  • E. placedBy
    Indicates that one entity was positioned, set, or put in a location or context by another entity.
  • F. None of above.

Provenance (6 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_69a8891869c88190a02643e3bb746f59 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abba5097ac8190a723a8af2982238c completed March 7, 2026, 5:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae273d3f5881909fa6d935fa85c225 completed March 9, 2026, 1:49 a.m.
NEDg Description generation batch_69ae2a5767388190b16c0d2ce3af647c completed March 9, 2026, 2:03 a.m.
NED2 Entity disambiguation (via description) batch_69ae2b5ff1b88190a9754f0e892b6607 completed March 9, 2026, 2:07 a.m.
PD Predicate disambiguation batch_69abb7b298a48190b4bdf7c9800b058d completed March 7, 2026, 5:29 a.m.
Created at: March 4, 2026, 7:41 p.m.