Triple
T10000050
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Paul Ekman |
E197300
|
entity |
| Predicate | hasWritten |
P2831
|
FINISHED |
| Object |
Emotions Revealed
Emotions Revealed is a psychology book by Paul Ekman that explains the science of facial expressions and how to recognize and understand human emotions.
|
E833772
|
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: Emotions Revealed | Statement: [Paul Ekman, hasWritten, Emotions Revealed]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emotions Revealed Context triple: [Paul Ekman, hasWritten, Emotions Revealed]
-
A.
The Intelligence of Emotions
The Intelligence of Emotions is the subtitle of Martha C. Nussbaum’s philosophical work "Upheavals of Thought," which explores how emotions are integral to rational judgment, ethics, and human flourishing.
-
B.
The Expression of the Emotions in Man and Animals
The Expression of the Emotions in Man and Animals is Charles Darwin’s influential 1872 work that explores how human and animal emotional expressions evolved and are biologically rooted.
-
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.
facial feedback hypothesis
The facial feedback hypothesis is a psychological theory proposing that facial expressions can influence emotional experiences, so that forming a particular expression can intensify or even generate the corresponding emotion.
-
E.
The Age of Empathy
The Age of Empathy is a popular science book by primatologist Frans de Waal that explores the evolutionary roots of empathy and cooperation in animals and humans.
- 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: Emotions Revealed Triple: [Paul Ekman, hasWritten, Emotions Revealed]
Generated description
Emotions Revealed is a psychology book by Paul Ekman that explains the science of facial expressions and how to recognize and understand human emotions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Emotions Revealed Target entity description: Emotions Revealed is a psychology book by Paul Ekman that explains the science of facial expressions and how to recognize and understand human emotions.
-
A.
The Intelligence of Emotions
The Intelligence of Emotions is the subtitle of Martha C. Nussbaum’s philosophical work "Upheavals of Thought," which explores how emotions are integral to rational judgment, ethics, and human flourishing.
-
B.
The Expression of the Emotions in Man and Animals
The Expression of the Emotions in Man and Animals is Charles Darwin’s influential 1872 work that explores how human and animal emotional expressions evolved and are biologically rooted.
-
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.
facial feedback hypothesis
The facial feedback hypothesis is a psychological theory proposing that facial expressions can influence emotional experiences, so that forming a particular expression can intensify or even generate the corresponding emotion.
-
E.
The Age of Empathy
The Age of Empathy is a popular science book by primatologist Frans de Waal that explores the evolutionary roots of empathy and cooperation in animals and humans.
- 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_69ca82f3b61c81908ecc2c1c96dbc2e4 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdcc8dc9c081909b6d20909ada09cf |
completed | April 2, 2026, 1:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2584bd6cc8190841353847dd2f00c |
completed | April 5, 2026, 12:40 p.m. |
| NEDg | Description generation | batch_69d259016fb08190aadf9d4cee0b42d7 |
completed | April 5, 2026, 12:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d259a2e48481908bd8e4829f676618 |
completed | April 5, 2026, 12:46 p.m. |
Created at: March 30, 2026, 8:51 p.m.