Triple
T21457445
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MIT Project MAC |
E529378
|
entity |
| Predicate | abbreviationMeaning |
P8493
|
FINISHED |
| Object | Machine-Aided Cognition |
—
|
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: Machine-Aided Cognition | Statement: [MIT Project MAC, abbreviationMeaning, Machine-Aided Cognition]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Machine-Aided Cognition Context triple: [MIT Project MAC, abbreviationMeaning, Machine-Aided Cognition]
-
A.
Understanding Computers and Cognition
"Understanding Computers and Cognition" is an influential book by Terry Winograd and Fernando Flores that critiques traditional artificial intelligence and proposes a new, language- and human-centered view of computing and cognition.
-
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.
Man-Computer Symbiosis
Man-Computer Symbiosis is a seminal 1960 essay by J. C. R. Licklider that envisioned interactive, cooperative partnerships between humans and computers, laying conceptual foundations for modern interactive computing and the internet.
-
D.
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.
-
E.
The Mental Life of Some Machines
The Mental Life of Some Machines is a philosophical essay by Hilary Putnam that explores whether and how machines could possess mental states, contributing to debates in philosophy of mind and artificial intelligence.
- 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: Machine-Aided Cognition Target entity description: Machine-Aided Cognition was an early MIT research initiative exploring how computers could augment and simulate human thought processes.
-
A.
Understanding Computers and Cognition
"Understanding Computers and Cognition" is an influential book by Terry Winograd and Fernando Flores that critiques traditional artificial intelligence and proposes a new, language- and human-centered view of computing and cognition.
-
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.
Man-Computer Symbiosis
Man-Computer Symbiosis is a seminal 1960 essay by J. C. R. Licklider that envisioned interactive, cooperative partnerships between humans and computers, laying conceptual foundations for modern interactive computing and the internet.
-
D.
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.
-
E.
The Mental Life of Some Machines
The Mental Life of Some Machines is a philosophical essay by Hilary Putnam that explores whether and how machines could possess mental states, contributing to debates in philosophy of mind and artificial intelligence.
- 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_69e0c458133481908ae8b41a12c4edec |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69e9e9d7af248190a3bc06a390f390bf |
completed | April 23, 2026, 9:43 a.m. |
Created at: April 16, 2026, 6:08 p.m.