Triple

T19914718
Position Surface form Disambiguated ID Type / Status
Subject Michael Adams E478634 entity
Predicate employer P7 FINISHED
Object Environics Research Group — NE NERFINISHED

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: Environics Research Group | Statement: [Michael Adams, employer, Environics Research Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Environics Research Group
Context triple: [Michael Adams, employer, Environics Research Group]
  • A. PDP Research Group
    PDP Research Group is a collective of cognitive scientists and researchers known for pioneering work on parallel distributed processing and connectionist models of cognition.
  • B. Flag Institute
    The Flag Institute is the United Kingdom’s principal vexillological and heraldic organization, known for researching, advising on, and maintaining records of British flags.
  • C. National Opinion Research Center
    The National Opinion Research Center (NORC) is a leading, nonpartisan social science research organization based at the University of Chicago, known for conducting large-scale surveys and public opinion studies that inform policy and academic research.
  • D. American Institute of Public Opinion
    The American Institute of Public Opinion was the pioneering polling organization founded by George Gallup that popularized modern public opinion surveying in the United States.
  • E. Pew Research Center
    Pew Research Center is a nonpartisan American think tank and research organization known for its data-driven studies on social issues, public opinion, demographics, and religion worldwide.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Environics Research Group
Target entity description: Environics Research Group is a Canadian public opinion and market research firm known for its in-depth social values studies and polling on political and social issues.
  • A. PDP Research Group
    PDP Research Group is a collective of cognitive scientists and researchers known for pioneering work on parallel distributed processing and connectionist models of cognition.
  • B. Flag Institute
    The Flag Institute is the United Kingdom’s principal vexillological and heraldic organization, known for researching, advising on, and maintaining records of British flags.
  • C. National Opinion Research Center
    The National Opinion Research Center (NORC) is a leading, nonpartisan social science research organization based at the University of Chicago, known for conducting large-scale surveys and public opinion studies that inform policy and academic research.
  • D. American Institute of Public Opinion
    The American Institute of Public Opinion was the pioneering polling organization founded by George Gallup that popularized modern public opinion surveying in the United States.
  • E. Pew Research Center
    Pew Research Center is a nonpartisan American think tank and research organization known for its data-driven studies on social issues, public opinion, demographics, and religion worldwide.
  • F. None of above. chosen

Provenance (2 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_69d8e521855c8190b41871700afc8d6a completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6599394f081909246006c2e83bacc completed April 20, 2026, 4:51 p.m.
Created at: April 10, 2026, 1:53 p.m.