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.