Triple

T19914718
Position Surface form Disambiguated ID Type / Status
Subject Michael Adams E478634 entity
Predicate employer P7 FINISHED
Object Environics Research Group
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.
E1401178 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: 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.
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: Environics Research Group
Triple: [Michael Adams, employer, Environics Research Group]
Generated 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.
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 (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_69d8e521855c8190b41871700afc8d6a completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6599394f081909246006c2e83bacc completed April 20, 2026, 4:51 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07ea4fc6bc81909573e05b842ec0ab completed May 16, 2026, 3:53 a.m.
NEDg Description generation batch_6a07eef4995c81909b45b0e84de19c34 completed May 16, 2026, 4:13 a.m.
NED2 Entity disambiguation (via description) batch_6a07ef716f68819093a9a6356080e39e completed May 16, 2026, 4:15 a.m.
Created at: April 10, 2026, 1:53 p.m.