Triple
T7411131
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James–Lange theory of emotion |
E171003
|
entity |
| Predicate | influenced |
P9
|
FINISHED |
| Object |
somatic marker hypothesis
The somatic marker hypothesis is a theory in neuroscience and psychology proposing that bodily-based emotional signals guide decision-making, especially under uncertainty or complexity.
|
E661634
|
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: somatic marker hypothesis | Statement: [James–Lange theory of emotion, influenced, somatic marker hypothesis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: somatic marker hypothesis Context triple: [James–Lange theory of emotion, influenced, somatic marker hypothesis]
-
A.
James–Lange theory of emotion
The James–Lange theory of emotion is a psychological theory proposing that emotions arise from the perception of physiological changes in the body, such as increased heart rate or sweating, rather than causing those changes.
-
B.
Cannon–Bard theory of emotion
The Cannon–Bard theory of emotion proposes that emotional experiences and physiological responses occur simultaneously and independently, rather than one causing the other.
-
C.
The Emotion Machine
The Emotion Machine is a 2006 book by artificial intelligence pioneer Marvin Minsky that explores how human thinking and emotions can be understood as computational processes of the mind.
-
D.
Neuro: The New Brain Sciences and the Management of the Mind
"Neuro: The New Brain Sciences and the Management of the Mind" is a scholarly book that critically examines how contemporary neuroscience reshapes understandings of the mind, behavior, and social governance.
-
E.
Reaching the Animal Mind
Reaching the Animal Mind is a book by animal behaviorist Karen Pryor that explores the science and practice of clicker training and positive reinforcement in animals.
- 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: somatic marker hypothesis Triple: [James–Lange theory of emotion, influenced, somatic marker hypothesis]
Generated description
The somatic marker hypothesis is a theory in neuroscience and psychology proposing that bodily-based emotional signals guide decision-making, especially under uncertainty or complexity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: somatic marker hypothesis Target entity description: The somatic marker hypothesis is a theory in neuroscience and psychology proposing that bodily-based emotional signals guide decision-making, especially under uncertainty or complexity.
-
A.
James–Lange theory of emotion
The James–Lange theory of emotion is a psychological theory proposing that emotions arise from the perception of physiological changes in the body, such as increased heart rate or sweating, rather than causing those changes.
-
B.
Cannon–Bard theory of emotion
The Cannon–Bard theory of emotion proposes that emotional experiences and physiological responses occur simultaneously and independently, rather than one causing the other.
-
C.
The Emotion Machine
The Emotion Machine is a 2006 book by artificial intelligence pioneer Marvin Minsky that explores how human thinking and emotions can be understood as computational processes of the mind.
-
D.
Neuro: The New Brain Sciences and the Management of the Mind
"Neuro: The New Brain Sciences and the Management of the Mind" is a scholarly book that critically examines how contemporary neuroscience reshapes understandings of the mind, behavior, and social governance.
-
E.
Reaching the Animal Mind
Reaching the Animal Mind is a book by animal behaviorist Karen Pryor that explores the science and practice of clicker training and positive reinforcement in animals.
- 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_69c68a618bdc81908d8018edadecd1a4 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f29ebea48190be96c6bc1e6406fb |
completed | March 27, 2026, 9:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c811244df081909b63e085d2272cd2 |
completed | March 28, 2026, 5:34 p.m. |
| NEDg | Description generation | batch_69c81271a7f48190afc7c7b2c818cb8a |
completed | March 28, 2026, 5:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c812df0b948190805862c5f176c956 |
completed | March 28, 2026, 5:41 p.m. |
Created at: March 27, 2026, 3:11 p.m.