Triple

T11824466
Position Surface form Disambiguated ID Type / Status
Subject Stalky & Co. E281223 entity
Predicate hasPart P35 FINISHED
Object The Propagation of Knowledge
"The Propagation of Knowledge" is a satirical school story by Rudyard Kipling, included in his collection *Stalky & Co.*, that depicts the mischievous exploits of British boarding school boys and critiques conventional education and authority.
E948461 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 Propagation of Knowledge | Statement: [Stalky & Co., hasPart, The Propagation of Knowledge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Propagation of Knowledge
Context triple: [Stalky & Co., hasPart, The Propagation of Knowledge]
  • A. The Degrees of Knowledge
    The Degrees of Knowledge is a major philosophical work by Jacques Maritain that systematically explores different kinds and levels of human knowledge within a Thomistic framework.
  • B. The New Science
    The New Science is Giambattista Vico’s seminal 18th-century philosophical work that proposes a cyclical theory of history and lays early foundations for the modern human and social sciences.
  • C. The Usefulness of Useless Knowledge
    The Usefulness of Useless Knowledge is an influential essay arguing that seemingly impractical, curiosity-driven research is essential for major scientific and societal advances.
  • D. When Knowledge Is Power
    "When Knowledge Is Power" is a seminal work of international relations theory by Ernst B. Haas that examines how international organizations and expert knowledge shape policy coordination and integration among states.
  • E. The Place of Useful Learning
    The Place of Useful Learning is the motto of the University of Strathclyde, reflecting its focus on practical, applied education and research that benefits society and industry.
  • 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 Propagation of Knowledge
Triple: [Stalky & Co., hasPart, The Propagation of Knowledge]
Generated description
"The Propagation of Knowledge" is a satirical school story by Rudyard Kipling, included in his collection *Stalky & Co.*, that depicts the mischievous exploits of British boarding school boys and critiques conventional education and authority.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Propagation of Knowledge
Target entity description: "The Propagation of Knowledge" is a satirical school story by Rudyard Kipling, included in his collection *Stalky & Co.*, that depicts the mischievous exploits of British boarding school boys and critiques conventional education and authority.
  • A. The Degrees of Knowledge
    The Degrees of Knowledge is a major philosophical work by Jacques Maritain that systematically explores different kinds and levels of human knowledge within a Thomistic framework.
  • B. The New Science
    The New Science is Giambattista Vico’s seminal 18th-century philosophical work that proposes a cyclical theory of history and lays early foundations for the modern human and social sciences.
  • C. The Usefulness of Useless Knowledge
    The Usefulness of Useless Knowledge is an influential essay arguing that seemingly impractical, curiosity-driven research is essential for major scientific and societal advances.
  • D. When Knowledge Is Power
    "When Knowledge Is Power" is a seminal work of international relations theory by Ernst B. Haas that examines how international organizations and expert knowledge shape policy coordination and integration among states.
  • E. The Place of Useful Learning
    The Place of Useful Learning is the motto of the University of Strathclyde, reflecting its focus on practical, applied education and research that benefits society and industry.
  • 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_69d6ab276f8c8190b1966a0ef11349ac completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a5eb299481909de3c0e85628fbe4 completed April 10, 2026, 7:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69f131f4e2ec8190a78c101e17eaa5c0 completed April 28, 2026, 10:17 p.m.
NEDg Description generation batch_69f14e8ada3481908ec456c41827160c completed April 29, 2026, 12:19 a.m.
NED2 Entity disambiguation (via description) batch_69f1571e4ba08190824db812ffc5f35a completed April 29, 2026, 12:55 a.m.
Created at: April 8, 2026, 9:43 p.m.