Triple

T1028581
Position Surface form Disambiguated ID Type / Status
Subject Maximus the Confessor E22195 entity
Predicate majorWork P4 FINISHED
Object Chapters on Knowledge
Chapters on Knowledge is a theological and philosophical work by Maximus the Confessor that presents concise spiritual and doctrinal reflections aimed at guiding the soul toward deification and true understanding of God.
E119621 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: Chapters on Knowledge | Statement: [Maximus the Confessor, majorWork, Chapters on Knowledge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chapters on Knowledge
Context triple: [Maximus the Confessor, majorWork, Chapters on Knowledge]
  • A. chapter "Knowledge, Error, and Probable Opinion"
    "Knowledge, Error, and Probable Opinion" is a chapter in Bertrand Russell's philosophical work The Problems of Philosophy that examines the nature and limits of human knowledge, the possibility of error, and the role of probability in our beliefs.
  • B. chapter "On Our Knowledge of General Principles"
    "On Our Knowledge of General Principles" is a chapter in Bertrand Russell's philosophical work The Problems of Philosophy that examines how we come to know abstract, foundational truths such as logical and mathematical principles.
  • C. Frontiers of Knowledge
    Frontiers of Knowledge is a concept emphasizing the advancement and expansion of human understanding across scientific, technological, and cultural domains.
  • D. Usable Knowledge
    Usable Knowledge is an online resource from the Harvard Graduate School of Education that translates education research into practical insights and tools for educators, policymakers, and the public.
  • E. chapter "On Our Knowledge of the External World"
    The chapter "On Our Knowledge of the External World" is a philosophical discussion, within Bertrand Russell’s work The Problems of Philosophy, that examines how and to what extent we can justify beliefs about a reality beyond our immediate experiences.
  • 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: Chapters on Knowledge
Triple: [Maximus the Confessor, majorWork, Chapters on Knowledge]
Generated description
Chapters on Knowledge is a theological and philosophical work by Maximus the Confessor that presents concise spiritual and doctrinal reflections aimed at guiding the soul toward deification and true understanding of God.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chapters on Knowledge
Target entity description: Chapters on Knowledge is a theological and philosophical work by Maximus the Confessor that presents concise spiritual and doctrinal reflections aimed at guiding the soul toward deification and true understanding of God.
  • A. chapter "Knowledge, Error, and Probable Opinion"
    "Knowledge, Error, and Probable Opinion" is a chapter in Bertrand Russell's philosophical work The Problems of Philosophy that examines the nature and limits of human knowledge, the possibility of error, and the role of probability in our beliefs.
  • B. chapter "On Our Knowledge of General Principles"
    "On Our Knowledge of General Principles" is a chapter in Bertrand Russell's philosophical work The Problems of Philosophy that examines how we come to know abstract, foundational truths such as logical and mathematical principles.
  • C. Frontiers of Knowledge
    Frontiers of Knowledge is a concept emphasizing the advancement and expansion of human understanding across scientific, technological, and cultural domains.
  • D. Usable Knowledge
    Usable Knowledge is an online resource from the Harvard Graduate School of Education that translates education research into practical insights and tools for educators, policymakers, and the public.
  • E. chapter "On Our Knowledge of the External World"
    The chapter "On Our Knowledge of the External World" is a philosophical discussion, within Bertrand Russell’s work The Problems of Philosophy, that examines how and to what extent we can justify beliefs about a reality beyond our immediate experiences.
  • 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_69a493d6e380819097b384986ffc315c completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b7f84c888190b5b9e44c7edb508f completed March 1, 2026, 10:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac3bbce0b88190b91380fca297cd38 completed March 7, 2026, 2:52 p.m.
NEDg Description generation batch_69ac3cd7e87481909313eef251654654 completed March 7, 2026, 2:57 p.m.
NED2 Entity disambiguation (via description) batch_69ac3d3ed140819087ede15c555e2f4d completed March 7, 2026, 2:59 p.m.
Created at: March 1, 2026, 7:41 p.m.