Triple
T10000054
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Paul Ekman |
E197300
|
entity |
| Predicate | hasWritten |
P2831
|
FINISHED |
| Object |
What the Face Reveals
What the Face Reveals is a scholarly book that explores how human facial expressions convey emotions and psychological states, drawing on research in psychology and nonverbal communication.
|
E833776
|
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: What the Face Reveals | Statement: [Paul Ekman, hasWritten, What the Face Reveals]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: What the Face Reveals Context triple: [Paul Ekman, hasWritten, What the Face Reveals]
-
A.
Speculum Hominis
Speculum Hominis is a Middle English allegorical poem by John Gower that explores moral and religious themes through an extensive mirror-for-mankind framework.
-
B.
The Neurotic Constitution
The Neurotic Constitution is a foundational work in individual psychology in which Alfred Adler outlines his theory of neurosis as a response to feelings of inferiority and the striving for superiority.
-
C.
The Ego and the Id
The Ego and the Id is a foundational psychoanalytic work by Sigmund Freud that introduces his influential structural model of the mind, dividing it into id, ego, and superego.
-
D.
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.
-
E.
Études sur la nature humaine
Études sur la nature humaine is a philosophical and scientific work by immunologist Ilya Ilyich Mechnikov in which he explores human nature, aging, and the possibility of prolonging life.
- 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: What the Face Reveals Triple: [Paul Ekman, hasWritten, What the Face Reveals]
Generated description
What the Face Reveals is a scholarly book that explores how human facial expressions convey emotions and psychological states, drawing on research in psychology and nonverbal communication.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: What the Face Reveals Target entity description: What the Face Reveals is a scholarly book that explores how human facial expressions convey emotions and psychological states, drawing on research in psychology and nonverbal communication.
-
A.
Speculum Hominis
Speculum Hominis is a Middle English allegorical poem by John Gower that explores moral and religious themes through an extensive mirror-for-mankind framework.
-
B.
The Neurotic Constitution
The Neurotic Constitution is a foundational work in individual psychology in which Alfred Adler outlines his theory of neurosis as a response to feelings of inferiority and the striving for superiority.
-
C.
The Ego and the Id
The Ego and the Id is a foundational psychoanalytic work by Sigmund Freud that introduces his influential structural model of the mind, dividing it into id, ego, and superego.
-
D.
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.
-
E.
Études sur la nature humaine
Études sur la nature humaine is a philosophical and scientific work by immunologist Ilya Ilyich Mechnikov in which he explores human nature, aging, and the possibility of prolonging life.
- 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.