Triple
T5817786
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David E. Rumelhart |
E129028
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 1
Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 1 is a foundational book in cognitive science and artificial intelligence that introduced influential connectionist models of mental processes using neural network frameworks.
|
E548091
|
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: Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 1 | Statement: [David E. Rumelhart, notableWork, Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 1]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 1 Context triple: [David E. Rumelhart, notableWork, Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 1]
-
A.
Unified Theories of Cognition
Unified Theories of Cognition is a comprehensive cognitive science framework proposed by Allen Newell that seeks to explain diverse mental processes—such as problem solving, memory, and learning—within a single, unified theoretical architecture.
-
B.
Soar cognitive architecture
The Soar cognitive architecture is a general-purpose framework for modeling and understanding human cognition through unified theories of problem solving, learning, and decision-making.
-
C.
Society of Mind
Society of Mind is a seminal book by Marvin Minsky that proposes a theory of human intelligence as emerging from the interactions of many simple, non-intelligent agents within the mind.
-
D.
IEEE Computer Society Technical Committee on Distributed Processing
The IEEE Computer Society Technical Committee on Distributed Processing is a professional body within the IEEE Computer Society that focuses on advancing research, standards, and community activities in distributed computing systems and related technologies.
-
E.
BBN Butterfly parallel computer
The BBN Butterfly parallel computer was an early massively parallel processing system notable for its scalable architecture and use in advanced research and defense applications in the 1980s.
- 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: Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 1 Triple: [David E. Rumelhart, notableWork, Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 1]
Generated description
Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 1 is a foundational book in cognitive science and artificial intelligence that introduced influential connectionist models of mental processes using neural network frameworks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 1 Target entity description: Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 1 is a foundational book in cognitive science and artificial intelligence that introduced influential connectionist models of mental processes using neural network frameworks.
-
A.
Unified Theories of Cognition
Unified Theories of Cognition is a comprehensive cognitive science framework proposed by Allen Newell that seeks to explain diverse mental processes—such as problem solving, memory, and learning—within a single, unified theoretical architecture.
-
B.
Soar cognitive architecture
The Soar cognitive architecture is a general-purpose framework for modeling and understanding human cognition through unified theories of problem solving, learning, and decision-making.
-
C.
Society of Mind
Society of Mind is a seminal book by Marvin Minsky that proposes a theory of human intelligence as emerging from the interactions of many simple, non-intelligent agents within the mind.
-
D.
IEEE Computer Society Technical Committee on Distributed Processing
The IEEE Computer Society Technical Committee on Distributed Processing is a professional body within the IEEE Computer Society that focuses on advancing research, standards, and community activities in distributed computing systems and related technologies.
-
E.
BBN Butterfly parallel computer
The BBN Butterfly parallel computer was an early massively parallel processing system notable for its scalable architecture and use in advanced research and defense applications in the 1980s.
- 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_69c0084869e881908d7859492183ca7b |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c033e36cbc81908f1ef1a1a310674c |
completed | March 22, 2026, 6:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0985399488190bcab9702e3b88539 |
completed | March 23, 2026, 1:33 a.m. |
| NEDg | Description generation | batch_69c0990d00e88190b9f2b34a8cedda3a |
completed | March 23, 2026, 1:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c099770ca88190a91815ec055f6df8 |
completed | March 23, 2026, 1:37 a.m. |
Created at: March 22, 2026, 3:53 p.m.