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.