Triple

T9248852
Position Surface form Disambiguated ID Type / Status
Subject Zhou Zuoren E222265 entity
Predicate notableWork P4 FINISHED
Object Essays on Human Literature
Essays on Human Literature is a seminal collection of literary essays by Chinese writer Zhou Zuoren that explores humanism, modern literature, and cultural criticism in early 20th-century China.
E786540 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: Essays on Human Literature | Statement: [Zhou Zuoren, notableWork, Essays on Human Literature]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Essays on Human Literature
Context triple: [Zhou Zuoren, notableWork, Essays on Human Literature]
  • A. The Teaching of Literature
    The Teaching of Literature is an essay by Flannery O’Connor in which she reflects on the challenges and principles of teaching fiction and literary craft from a Catholic and realist perspective.
  • B. The Mutability of Literature
    "The Mutability of Literature" is a reflective essay by Washington Irving, presented as part of his Sketch Book, that meditates wryly on the transience of books and literary fame.
  • C. Studies in Classic American Literature
    Studies in Classic American Literature is a collection of critical essays by D. H. Lawrence that offers unconventional, psychologically probing interpretations of major 19th-century American writers and their works.
  • D. Essays in classical prose
    Essays in Classical Prose is a celebrated collection of writings by the Tang dynasty scholar Han Yu that helped revive and define the classical prose style in Chinese literature.
  • E. Letter on Humanism
    Letter on Humanism is a 1947 philosophical essay by Martin Heidegger in which he critiques traditional humanism and elaborates his later thinking on Being, language, and the essence of humanity.
  • 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: Essays on Human Literature
Triple: [Zhou Zuoren, notableWork, Essays on Human Literature]
Generated description
Essays on Human Literature is a seminal collection of literary essays by Chinese writer Zhou Zuoren that explores humanism, modern literature, and cultural criticism in early 20th-century China.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Essays on Human Literature
Target entity description: Essays on Human Literature is a seminal collection of literary essays by Chinese writer Zhou Zuoren that explores humanism, modern literature, and cultural criticism in early 20th-century China.
  • A. The Teaching of Literature
    The Teaching of Literature is an essay by Flannery O’Connor in which she reflects on the challenges and principles of teaching fiction and literary craft from a Catholic and realist perspective.
  • B. The Mutability of Literature
    "The Mutability of Literature" is a reflective essay by Washington Irving, presented as part of his Sketch Book, that meditates wryly on the transience of books and literary fame.
  • C. Studies in Classic American Literature
    Studies in Classic American Literature is a collection of critical essays by D. H. Lawrence that offers unconventional, psychologically probing interpretations of major 19th-century American writers and their works.
  • D. Essays in classical prose
    Essays in Classical Prose is a celebrated collection of writings by the Tang dynasty scholar Han Yu that helped revive and define the classical prose style in Chinese literature.
  • E. Letter on Humanism
    Letter on Humanism is a 1947 philosophical essay by Martin Heidegger in which he critiques traditional humanism and elaborates his later thinking on Being, language, and the essence of humanity.
  • 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_69ca841d2b18819089f9faf5b2c2aec0 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd05f6d62c8190a1e33f1854767b47 completed April 1, 2026, 11:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69d077fed7888190a5d36bc2ee4c2bd2 completed April 4, 2026, 2:31 a.m.
NEDg Description generation batch_69d0787b68ac819094acdec0ad7462ac completed April 4, 2026, 2:33 a.m.
NED2 Entity disambiguation (via description) batch_69d07900c7588190869c26dc76fe97e7 completed April 4, 2026, 2:35 a.m.
Created at: March 30, 2026, 7:31 p.m.