Triple

T4661744
Position Surface form Disambiguated ID Type / Status
Subject Royal Academy of Science, Letters and Fine Arts of Belgium E102547 entity
Predicate hasSection P35 FINISHED
Object Class of Letters and Moral Sciences
The Class of Letters and Moral Sciences is a scholarly division of the Royal Academy of Science, Letters and Fine Arts of Belgium dedicated to research and advancement in the humanities and moral philosophy.
E458533 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: Class of Letters and Moral Sciences | Statement: [Royal Academy of Science, Letters and Fine Arts of Belgium, hasSection, Class of Letters and Moral Sciences]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Class of Letters and Moral Sciences
Context triple: [Royal Academy of Science, Letters and Fine Arts of Belgium, hasSection, Class of Letters and Moral Sciences]
  • A. A Preface to Morals
    A Preface to Morals is a 1929 philosophical work by American writer Walter Lippmann that examines the challenges of finding ethical guidance in a secular, modern society.
  • B. Book VI: On the Logic of the Moral Sciences
    Book VI: On the Logic of the Moral Sciences is the concluding section of John Stuart Mill’s *A System of Logic* that develops his influential account of the methods and philosophical foundations of the social and moral sciences.
  • C. Essays, Moral and Political
    Essays, Moral and Political is an early collection of philosophical writings by David Hume that explores topics in ethics, politics, and human nature, helping to establish his reputation as a leading Enlightenment thinker.
  • D. A System of Moral Philosophy
    A System of Moral Philosophy is an influential 18th-century treatise that systematically presents Francis Hutcheson’s theories on ethics, human nature, and the foundations of moral judgment.
  • E. An Essay towards an Analysis of the Principles by which Men Naturally Judge concerning the Conduct and Character, first of their Neighbours, and afterwards of Themselves
    "An Essay towards an Analysis of the Principles by which Men Naturally Judge concerning the Conduct and Character, first of their Neighbours, and afterwards of Themselves" is the original full subtitle of Adam Smith’s foundational moral philosophy work The Theory of Moral Sentiments.
  • 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: Class of Letters and Moral Sciences
Triple: [Royal Academy of Science, Letters and Fine Arts of Belgium, hasSection, Class of Letters and Moral Sciences]
Generated description
The Class of Letters and Moral Sciences is a scholarly division of the Royal Academy of Science, Letters and Fine Arts of Belgium dedicated to research and advancement in the humanities and moral philosophy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Class of Letters and Moral Sciences
Target entity description: The Class of Letters and Moral Sciences is a scholarly division of the Royal Academy of Science, Letters and Fine Arts of Belgium dedicated to research and advancement in the humanities and moral philosophy.
  • A. A Preface to Morals
    A Preface to Morals is a 1929 philosophical work by American writer Walter Lippmann that examines the challenges of finding ethical guidance in a secular, modern society.
  • B. Book VI: On the Logic of the Moral Sciences
    Book VI: On the Logic of the Moral Sciences is the concluding section of John Stuart Mill’s *A System of Logic* that develops his influential account of the methods and philosophical foundations of the social and moral sciences.
  • C. Essays, Moral and Political
    Essays, Moral and Political is an early collection of philosophical writings by David Hume that explores topics in ethics, politics, and human nature, helping to establish his reputation as a leading Enlightenment thinker.
  • D. A System of Moral Philosophy
    A System of Moral Philosophy is an influential 18th-century treatise that systematically presents Francis Hutcheson’s theories on ethics, human nature, and the foundations of moral judgment.
  • E. An Essay towards an Analysis of the Principles by which Men Naturally Judge concerning the Conduct and Character, first of their Neighbours, and afterwards of Themselves
    "An Essay towards an Analysis of the Principles by which Men Naturally Judge concerning the Conduct and Character, first of their Neighbours, and afterwards of Themselves" is the original full subtitle of Adam Smith’s foundational moral philosophy work The Theory of Moral Sentiments.
  • 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_69bd43d823288190952279faa0d1d066 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd632b7fb88190821f213620719d6b completed March 20, 2026, 3:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfafcd3908190aabf7975017ce337 completed March 21, 2026, 1:57 a.m.
NEDg Description generation batch_69bdfc7b84108190af39c7780f702745 completed March 21, 2026, 2:03 a.m.
NED2 Entity disambiguation (via description) batch_69bdfd3856b48190a44f49da5fde38f6 completed March 21, 2026, 2:06 a.m.
Created at: March 20, 2026, 1:15 p.m.