Triple

T988171
Position Surface form Disambiguated ID Type / Status
Subject Charles Franklin E21324 entity
Predicate affiliation P10 FINISHED
Object American Association for Public Opinion Research
The American Association for Public Opinion Research is a leading professional organization that advances the science and practice of survey research and public opinion measurement in the United States.
E116267 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: American Association for Public Opinion Research | Statement: [Charles Franklin, affiliation, American Association for Public Opinion Research]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: American Association for Public Opinion Research
Context triple: [Charles Franklin, affiliation, American Association for Public Opinion Research]
  • A. American Political Science Association
    The American Political Science Association is a leading professional organization for political science scholars and practitioners in the United States, known for advancing research, teaching, and public understanding of politics and government.
  • B. American Social Science Association
    The American Social Science Association was a 19th-century U.S. organization that promoted the systematic study and reform of social issues such as education, public health, and criminal justice.
  • C. Institute for Social Research
    The Institute for Social Research is a German academic center best known as the home of the Frankfurt School, where critical theorists such as Herbert Marcuse developed influential Marxist and social philosophy.
  • D. APSA
    APSA is the Vatican office responsible for managing the Holy See’s financial and real estate assets.
  • E. American Psychological Association
    The American Psychological Association is the leading professional organization representing psychologists in the United States, dedicated to advancing psychological science, education, and practice.
  • 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 Association for Public Opinion Research
Triple: [Charles Franklin, affiliation, American Association for Public Opinion Research]
Generated description
The American Association for Public Opinion Research is a leading professional organization that advances the science and practice of survey research and public opinion measurement in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: American Association for Public Opinion Research
Target entity description: The American Association for Public Opinion Research is a leading professional organization that advances the science and practice of survey research and public opinion measurement in the United States.
  • A. American Political Science Association
    The American Political Science Association is a leading professional organization for political science scholars and practitioners in the United States, known for advancing research, teaching, and public understanding of politics and government.
  • B. American Social Science Association
    The American Social Science Association was a 19th-century U.S. organization that promoted the systematic study and reform of social issues such as education, public health, and criminal justice.
  • C. Institute for Social Research
    The Institute for Social Research is a German academic center best known as the home of the Frankfurt School, where critical theorists such as Herbert Marcuse developed influential Marxist and social philosophy.
  • D. APSA
    APSA is the Vatican office responsible for managing the Holy See’s financial and real estate assets.
  • E. American Psychological Association
    The American Psychological Association is the leading professional organization representing psychologists in the United States, dedicated to advancing psychological science, education, and practice.
  • 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_69a493c383dc8190a03257f22d4b4183 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b4a89a58819081a24b5b0a12f122 completed March 1, 2026, 9:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac1ce6818081908cd31c9e43395a9f completed March 7, 2026, 12:41 p.m.
NEDg Description generation batch_69ac1d68f5948190b0c403487b6afddf completed March 7, 2026, 12:43 p.m.
NED2 Entity disambiguation (via description) batch_69ac1d7bb8f88190a1ab493639a4b7ee completed March 7, 2026, 12:43 p.m.
Created at: March 1, 2026, 7:41 p.m.