Triple

T22851530
Position Surface form Disambiguated ID Type / Status
Subject Yi Hwang E566366 entity
Predicate notableWork P4 FINISHED
Object Ten Diagrams on Sage Learning
Ten Diagrams on Sage Learning is a seminal Neo-Confucian philosophical treatise by Korean scholar Yi Hwang that systematically presents his teachings on moral self-cultivation and sagehood.
E1556714 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: Ten Diagrams on Sage Learning | Statement: [Yi Hwang, notableWork, Ten Diagrams on Sage Learning]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ten Diagrams on Sage Learning
Context triple: [Yi Hwang, notableWork, Ten Diagrams on Sage Learning]
  • A. The Computer as a Medium for Exploring Mathematics
    The Computer as a Medium for Exploring Mathematics is the subtitle of the book *Turtle Geometry*, which explores mathematical ideas through computer-based turtle graphics and interactive experimentation.
  • B. The Advancement of Learning
    The Advancement of Learning is a 1605 philosophical treatise by Francis Bacon that argues for the systematic reform and expansion of human knowledge through empirical inquiry and the scientific method.
  • C. Diagrammatica: The Path to Feynman Diagrams
    "Diagrammatica: The Path to Feynman Diagrams" is a graduate-level textbook by Nobel laureate Martinus Veltman that introduces the use of Feynman diagrams and quantum field theory techniques in particle physics.
  • D. Tarski’s World (inspired work on semantics and logic education)
    Tarski’s World is an educational software program that teaches the basics of first-order logic and model-theoretic semantics through interactive block-world puzzles.
  • E. Mathematics Programs that Make a Difference
    Mathematics Programs that Make a Difference is an American Mathematical Society recognition initiative that honors mathematics programs with outstanding records of improving access, diversity, and success for underrepresented groups in the mathematical sciences.
  • 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: Ten Diagrams on Sage Learning
Triple: [Yi Hwang, notableWork, Ten Diagrams on Sage Learning]
Generated description
Ten Diagrams on Sage Learning is a seminal Neo-Confucian philosophical treatise by Korean scholar Yi Hwang that systematically presents his teachings on moral self-cultivation and sagehood.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ten Diagrams on Sage Learning
Target entity description: Ten Diagrams on Sage Learning is a seminal Neo-Confucian philosophical treatise by Korean scholar Yi Hwang that systematically presents his teachings on moral self-cultivation and sagehood.
  • A. The Computer as a Medium for Exploring Mathematics
    The Computer as a Medium for Exploring Mathematics is the subtitle of the book *Turtle Geometry*, which explores mathematical ideas through computer-based turtle graphics and interactive experimentation.
  • B. The Advancement of Learning
    The Advancement of Learning is a 1605 philosophical treatise by Francis Bacon that argues for the systematic reform and expansion of human knowledge through empirical inquiry and the scientific method.
  • C. Diagrammatica: The Path to Feynman Diagrams
    "Diagrammatica: The Path to Feynman Diagrams" is a graduate-level textbook by Nobel laureate Martinus Veltman that introduces the use of Feynman diagrams and quantum field theory techniques in particle physics.
  • D. Tarski’s World (inspired work on semantics and logic education)
    Tarski’s World is an educational software program that teaches the basics of first-order logic and model-theoretic semantics through interactive block-world puzzles.
  • E. Mathematics Programs that Make a Difference
    Mathematics Programs that Make a Difference is an American Mathematical Society recognition initiative that honors mathematics programs with outstanding records of improving access, diversity, and success for underrepresented groups in the mathematical sciences.
  • 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.