Triple

T17169990
Position Surface form Disambiguated ID Type / Status
Subject Shiyali Ramamrita Ranganathan E416703 entity
Predicate fiveLawsOfLibraryScience P62542 FINISHED
Object Every reader his or her book
"Every reader his or her book" is one of S. R. Ranganathan’s Five Laws of Library Science, emphasizing that every individual should have access to materials that match their specific interests and needs.
E1253983 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: Every reader his or her book | Statement: [Shiyali Ramamrita Ranganathan, fiveLawsOfLibraryScience, Every reader his or her book]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Every reader his or her book
Context triple: [Shiyali Ramamrita Ranganathan, fiveLawsOfLibraryScience, Every reader his or her book]
  • A. To Any Reader
    "To Any Reader" is a reflective closing poem by Robert Louis Stevenson that gently addresses both children and adults, blurring the line between the imaginative world of the book and the reader’s own life.
  • B. One Reader Writes
    "One Reader Writes" is a short story by Ernest Hemingway included in his 1933 collection *Winner Take Nothing*, reflecting his characteristic minimalist style and themes of disillusionment.
  • C. the Book-Lover
    The Book-Lover was the learned and literate King Coloman of Hungary, renowned for his scholarship and relatively enlightened, law-focused rule in the late 11th and early 12th centuries.
  • D. The Choice of Books
    The Choice of Books is an influential 19th-century essay by Frederic Harrison offering guidance on what and how to read for intellectual and moral improvement.
  • E. A Reader’s Delight
    A Reader’s Delight is a collection of essays by Noël Perrin that champions overlooked and underrated books, inviting readers to discover forgotten literary gems.
  • 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: Every reader his or her book
Triple: [Shiyali Ramamrita Ranganathan, fiveLawsOfLibraryScience, Every reader his or her book]
Generated description
"Every reader his or her book" is one of S. R. Ranganathan’s Five Laws of Library Science, emphasizing that every individual should have access to materials that match their specific interests and needs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Every reader his or her book
Target entity description: "Every reader his or her book" is one of S. R. Ranganathan’s Five Laws of Library Science, emphasizing that every individual should have access to materials that match their specific interests and needs.
  • A. To Any Reader
    "To Any Reader" is a reflective closing poem by Robert Louis Stevenson that gently addresses both children and adults, blurring the line between the imaginative world of the book and the reader’s own life.
  • B. One Reader Writes
    "One Reader Writes" is a short story by Ernest Hemingway included in his 1933 collection *Winner Take Nothing*, reflecting his characteristic minimalist style and themes of disillusionment.
  • C. the Book-Lover
    The Book-Lover was the learned and literate King Coloman of Hungary, renowned for his scholarship and relatively enlightened, law-focused rule in the late 11th and early 12th centuries.
  • D. The Choice of Books
    The Choice of Books is an influential 19th-century essay by Frederic Harrison offering guidance on what and how to read for intellectual and moral improvement.
  • E. A Reader’s Delight
    A Reader’s Delight is a collection of essays by Noël Perrin that champions overlooked and underrated books, inviting readers to discover forgotten literary gems.
  • 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_69d886d5f34c8190b24564dfaa63f3fb completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3f91831d88190b262227fc41c9067 completed April 18, 2026, 9:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a01483f85648190acaeb197013e1f1b completed May 11, 2026, 3:08 a.m.
NEDg Description generation batch_6a014a1993a48190bf65e590ff57c9c2 completed May 11, 2026, 3:16 a.m.
NED2 Entity disambiguation (via description) batch_6a014a7fa5208190a0a60649fe6292d1 completed May 11, 2026, 3:18 a.m.
Created at: April 10, 2026, 5:37 a.m.