Triple

T22851532
Position Surface form Disambiguated ID Type / Status
Subject Yi Hwang E566366 entity
Predicate notableWork P4 FINISHED
Object Letters and essays on self-cultivation
Letters and Essays on Self-Cultivation is a collection of Neo-Confucian writings by Korean philosopher Yi Hwang that offers guidance on moral self-discipline and personal development.
E1556715 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: Letters and essays on self-cultivation | Statement: [Yi Hwang, notableWork, Letters and essays on self-cultivation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Letters and essays on self-cultivation
Context triple: [Yi Hwang, notableWork, Letters and essays on self-cultivation]
  • A. On Self-Culture
    "On Self-Culture" is a 19th-century philosophical and educational treatise by John Stuart Blackie that advocates for personal development through disciplined study, moral reflection, and the cultivation of character.
  • B. Commentary on the Four Books
    Commentary on the Four Books is Zhu Xi’s influential Neo-Confucian exegesis on the core Confucian classics that became the standard basis for civil service examinations in imperial China.
  • C. Self-Culture and Perfection of Character
    "Self-Culture and Perfection of Character" is a 19th-century self-improvement book by phrenologist Orson Squire Fowler that promotes personal development through disciplined habits and moral refinement.
  • D. How to Be a Cultivated Person
    "How to Be a Cultivated Person" is a satirical essay by Umberto Eco that humorously critiques pretentious intellectualism and social snobbery.
  • E. Commentary on the Analects
    Commentary on the Analects is an influential early Chinese philosophical exegesis on Confucius’s Analects, traditionally attributed to the Wei-Jin scholar He Yan and foundational for later Confucian interpretation.
  • 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: Letters and essays on self-cultivation
Triple: [Yi Hwang, notableWork, Letters and essays on self-cultivation]
Generated description
Letters and Essays on Self-Cultivation is a collection of Neo-Confucian writings by Korean philosopher Yi Hwang that offers guidance on moral self-discipline and personal development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Letters and essays on self-cultivation
Target entity description: Letters and Essays on Self-Cultivation is a collection of Neo-Confucian writings by Korean philosopher Yi Hwang that offers guidance on moral self-discipline and personal development.
  • A. On Self-Culture
    "On Self-Culture" is a 19th-century philosophical and educational treatise by John Stuart Blackie that advocates for personal development through disciplined study, moral reflection, and the cultivation of character.
  • B. Commentary on the Four Books
    Commentary on the Four Books is Zhu Xi’s influential Neo-Confucian exegesis on the core Confucian classics that became the standard basis for civil service examinations in imperial China.
  • C. Self-Culture and Perfection of Character
    "Self-Culture and Perfection of Character" is a 19th-century self-improvement book by phrenologist Orson Squire Fowler that promotes personal development through disciplined habits and moral refinement.
  • D. How to Be a Cultivated Person
    "How to Be a Cultivated Person" is a satirical essay by Umberto Eco that humorously critiques pretentious intellectualism and social snobbery.
  • E. Commentary on the Analects
    Commentary on the Analects is an influential early Chinese philosophical exegesis on Confucius’s Analects, traditionally attributed to the Wei-Jin scholar He Yan and foundational for later Confucian interpretation.
  • 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_69e2458750b481908a8e4cf4609cc6cf completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17eb8b3588190b2bc8e7021f9ef10 completed April 29, 2026, 3:44 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0ba7be4c7c81908ce5d01eb2926aea completed May 18, 2026, 11:58 p.m.
NEDg Description generation batch_6a0ba8bb77bc81909c5422f9d73c1e70 completed May 19, 2026, 12:03 a.m.
NED2 Entity disambiguation (via description) batch_6a0ba94752c48190a8892cac5ef862b2 completed May 19, 2026, 12:05 a.m.
Created at: April 17, 2026, 3:36 p.m.