Triple
T10000053
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Paul Ekman |
E197300
|
entity |
| Predicate | hasWritten |
P2831
|
FINISHED |
| Object |
Emotion in the Human Face
Emotion in the Human Face is a seminal psychological work that systematically analyzes how facial expressions convey universal human emotions across cultures.
|
E833775
|
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: Emotion in the Human Face | Statement: [Paul Ekman, hasWritten, Emotion in the Human Face]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emotion in the Human Face Context triple: [Paul Ekman, hasWritten, Emotion in the Human Face]
-
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.
Heads, Features and Faces
Heads, Features and Faces is an instructional art book by George Bridgman that teaches artists how to construct and draw the human head and facial features with an emphasis on structure and anatomy.
-
C.
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.
-
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.
Faces
Faces is a 1968 independent drama film written and directed by John Cassavetes, noted for its raw, improvisational style and intense exploration of marital breakdown and human relationships.
- 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: Emotion in the Human Face Triple: [Paul Ekman, hasWritten, Emotion in the Human Face]
Generated description
Emotion in the Human Face is a seminal psychological work that systematically analyzes how facial expressions convey universal human emotions across cultures.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Emotion in the Human Face Target entity description: Emotion in the Human Face is a seminal psychological work that systematically analyzes how facial expressions convey universal human emotions across cultures.
-
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.
Heads, Features and Faces
Heads, Features and Faces is an instructional art book by George Bridgman that teaches artists how to construct and draw the human head and facial features with an emphasis on structure and anatomy.
-
C.
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.
-
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.
Faces
Faces is a 1968 independent drama film written and directed by John Cassavetes, noted for its raw, improvisational style and intense exploration of marital breakdown and human relationships.
- 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.