Triple

T5114518
Position Surface form Disambiguated ID Type / Status
Subject Upheavals of Thought E115297 entity
Predicate hasSubtitle P1916 FINISHED
Object 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.
E494088 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: The Intelligence of Emotions | Statement: [Upheavals of Thought, hasSubtitle, The Intelligence of Emotions]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Intelligence of Emotions
Context triple: [Upheavals of Thought, hasSubtitle, The Intelligence of Emotions]
  • A. 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.
  • B. Reaching the Animal Mind
    Reaching the Animal Mind is a book by animal behaviorist Karen Pryor that explores the science and practice of clicker training and positive reinforcement in animals.
  • C. How the Mind Works
    How the Mind Works is a popular science book by cognitive scientist Steven Pinker that explores human thought and behavior through the lenses of evolutionary psychology, cognitive science, and neuroscience.
  • D. The Large, the Small and the Human Mind
    The Large, the Small and the Human Mind is a philosophical and scientific book exploring the nature of reality, consciousness, and the relationship between quantum mechanics, cosmology, and human understanding.
  • E. The Stuff of Thought
    The Stuff of Thought is a book by cognitive scientist Steven Pinker that explores how language reveals the nature of human thought, emotion, and social 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: The Intelligence of Emotions
Triple: [Upheavals of Thought, hasSubtitle, The Intelligence of Emotions]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Intelligence of Emotions
Target entity description: 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.
  • A. 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.
  • B. Reaching the Animal Mind
    Reaching the Animal Mind is a book by animal behaviorist Karen Pryor that explores the science and practice of clicker training and positive reinforcement in animals.
  • C. How the Mind Works
    How the Mind Works is a popular science book by cognitive scientist Steven Pinker that explores human thought and behavior through the lenses of evolutionary psychology, cognitive science, and neuroscience.
  • D. The Large, the Small and the Human Mind
    The Large, the Small and the Human Mind is a philosophical and scientific book exploring the nature of reality, consciousness, and the relationship between quantum mechanics, cosmology, and human understanding.
  • E. The Stuff of Thought
    The Stuff of Thought is a book by cognitive scientist Steven Pinker that explores how language reveals the nature of human thought, emotion, and social 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_69bd4441d1648190a54a533895041987 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd75cd13a08190b53e67ba65333557 completed March 20, 2026, 4:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69bebaadfaac8190aa0407196e5c4c20 completed March 21, 2026, 3:35 p.m.
NEDg Description generation batch_69bebb1a4370819085bcbe73a0b8c68e completed March 21, 2026, 3:36 p.m.
NED2 Entity disambiguation (via description) batch_69bebcf63784819097be14bb7dcbf4d9 completed March 21, 2026, 3:44 p.m.
Created at: March 20, 2026, 1:41 p.m.