Triple

T630052
Position Surface form Disambiguated ID Type / Status
Subject Margaret Craig McNamara E15905 entity
Predicate notableWork P4 FINISHED
Object Reading Is Fundamental
Reading Is Fundamental is a major American nonprofit organization dedicated to promoting children’s literacy by providing books and reading resources to young people.
E78537 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: Reading Is Fundamental | Statement: [Margaret Craig McNamara, notableWork, Reading Is Fundamental]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Reading Is Fundamental
Context triple: [Margaret Craig McNamara, notableWork, Reading Is Fundamental]
  • A. Imagination Library
    Imagination Library is a global early childhood literacy program that mails free, high-quality books each month to children from birth to age five to foster a love of reading.
  • B. National Library Service for the Blind and Print Disabled
    The National Library Service for the Blind and Print Disabled is a U.S. federal program that provides free accessible reading materials, including braille and audio books, to people with visual or print disabilities.
  • C. The Right to Read
    "The Right to Read" is a short story by Richard Stallman that warns about the dangers of restrictive digital rights management and the loss of freedoms in a future where sharing digital works is criminalized.
  • D. Grosset & Dunlap
    Grosset & Dunlap is a major American publishing company best known for producing popular mass-market books, including classic children's series and notable political memoirs.
  • E. Children’s Library
    The Children’s Library is a dedicated section of the Bibliotheca Alexandrina that offers books, educational resources, and cultural activities tailored specifically for young readers.
  • 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: Reading Is Fundamental
Triple: [Margaret Craig McNamara, notableWork, Reading Is Fundamental]
Generated description
Reading Is Fundamental is a major American nonprofit organization dedicated to promoting children’s literacy by providing books and reading resources to young people.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Reading Is Fundamental
Target entity description: Reading Is Fundamental is a major American nonprofit organization dedicated to promoting children’s literacy by providing books and reading resources to young people.
  • A. Imagination Library
    Imagination Library is a global early childhood literacy program that mails free, high-quality books each month to children from birth to age five to foster a love of reading.
  • B. National Library Service for the Blind and Print Disabled
    The National Library Service for the Blind and Print Disabled is a U.S. federal program that provides free accessible reading materials, including braille and audio books, to people with visual or print disabilities.
  • C. The Right to Read
    "The Right to Read" is a short story by Richard Stallman that warns about the dangers of restrictive digital rights management and the loss of freedoms in a future where sharing digital works is criminalized.
  • D. Grosset & Dunlap
    Grosset & Dunlap is a major American publishing company best known for producing popular mass-market books, including classic children's series and notable political memoirs.
  • E. Children’s Library
    The Children’s Library is a dedicated section of the Bibliotheca Alexandrina that offers books, educational resources, and cultural activities tailored specifically for young readers.
  • 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_69a4935c131c8190a5378c6bf101e8cc completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49ec051bc8190b3e3f8651a367d77 completed March 1, 2026, 8:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69a56939d6ec81909770c4484605763b completed March 2, 2026, 10:40 a.m.
NEDg Description generation batch_69a569ab830081908af0044ddeaf16e9 completed March 2, 2026, 10:42 a.m.
NED2 Entity disambiguation (via description) batch_69a569fa62d4819080d2da9236f18206 completed March 2, 2026, 10:44 a.m.
Created at: March 1, 2026, 7:35 p.m.