Triple
T22177765
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 1 |
E548091
|
entity |
| Predicate | authorCollective |
P23019
|
FINISHED |
| Object | PDP Research Group |
—
|
NE NERFINISHED |
How this triple was built (2 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: PDP Research Group | Statement: [Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 1, authorCollective, PDP Research Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: PDP Research Group Context triple: [Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 1, authorCollective, PDP Research Group]
-
A.
PDP Research Group
chosen
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.
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.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69e11e3d53f88190a2b690e3f25bb062 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f12a6d03488190b29872ff3f436237 |
completed | April 28, 2026, 9:45 p.m. |
Created at: April 16, 2026, 8:34 p.m.