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.