Triple

T14321445
Position Surface form Disambiguated ID Type / Status
Subject Owen Flanagan E355098 entity
Predicate notableWork P4 FINISHED
Object How to Do Things with Emotions
How to Do Things with Emotions is a philosophical work by Owen Flanagan that explores the nature, functions, and ethical significance of human emotions.
E1093683 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: How to Do Things with Emotions | Statement: [Owen Flanagan, notableWork, How to Do Things with Emotions]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: How to Do Things with Emotions
Context triple: [Owen Flanagan, notableWork, How to Do Things with 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 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.
  • C. Perception, Emotion and Action
    Perception, Emotion and Action is a philosophical work by Irving Thalberg Jr. that examines how human perceptual experience, emotional states, and actions are conceptually and psychologically interconnected.
  • D. On the Problem of Empathy
    "On the Problem of Empathy" is a seminal phenomenological work by Edith Stein that analyzes the nature of empathy as a fundamental way of experiencing and understanding other conscious beings.
  • E. 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.
  • 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: How to Do Things with Emotions
Triple: [Owen Flanagan, notableWork, How to Do Things with Emotions]
Generated description
How to Do Things with Emotions is a philosophical work by Owen Flanagan that explores the nature, functions, and ethical significance of human emotions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: How to Do Things with Emotions
Target entity description: How to Do Things with Emotions is a philosophical work by Owen Flanagan that explores the nature, functions, and ethical significance of 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 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.
  • C. Perception, Emotion and Action
    Perception, Emotion and Action is a philosophical work by Irving Thalberg Jr. that examines how human perceptual experience, emotional states, and actions are conceptually and psychologically interconnected.
  • D. On the Problem of Empathy
    "On the Problem of Empathy" is a seminal phenomenological work by Edith Stein that analyzes the nature of empathy as a fundamental way of experiencing and understanding other conscious beings.
  • E. 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.
  • 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_69d8278ed42c8190b9f882dcce611347 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de883bf71c8190a9a092a025cf98f0 completed April 14, 2026, 6:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd468e263c81909d7261bcfd949579 completed May 8, 2026, 2:12 a.m.
NEDg Description generation batch_69fd4811e2808190b559d8348079ae8f completed May 8, 2026, 2:18 a.m.
NED2 Entity disambiguation (via description) batch_69fd48d827488190b4a494d4da64ba51 completed May 8, 2026, 2:22 a.m.
Created at: April 10, 2026, 1:13 a.m.