Triple

T13128466
Position Surface form Disambiguated ID Type / Status
Subject American Booksellers Association E311903 entity
Predicate hasProgram P178 FINISHED
Object ABFE (American Booksellers for Free Expression)
ABFE (American Booksellers for Free Expression) is a program that advocates for the free speech and First Amendment rights of booksellers, publishers, and readers, opposing censorship and defending access to diverse literature.
E311903 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: ABFE (American Booksellers for Free Expression) | Statement: [American Booksellers Association, hasProgram, ABFE (American Booksellers for Free Expression)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ABFE (American Booksellers for Free Expression)
Context triple: [American Booksellers Association, hasProgram, ABFE (American Booksellers for Free Expression)]
  • A. American Booksellers Association
    The American Booksellers Association is a trade organization representing independent bookstores across the United States, advocating for their interests and supporting the independent book retail industry.
  • B. American Book Publishers Council
    The American Book Publishers Council was a U.S. trade association representing book publishers and promoting the interests and recognition of American publishing.
  • C. Office for Intellectual Freedom
    The Office for Intellectual Freedom is a unit of the American Library Association that leads efforts to protect and promote intellectual freedom, privacy, and access to information in libraries.
  • D. National Book Network
    National Book Network is a book distributor and sales/marketing company that provides distribution services for independent publishers, including those under Rowman & Littlefield.
  • E. PEN America
    PEN America is a U.S.-based literary and human rights organization that champions free expression and supports writers through advocacy, awards, and cultural programming.
  • 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: ABFE (American Booksellers for Free Expression)
Triple: [American Booksellers Association, hasProgram, ABFE (American Booksellers for Free Expression)]
Generated description
ABFE (American Booksellers for Free Expression) is a program that advocates for the free speech and First Amendment rights of booksellers, publishers, and readers, opposing censorship and defending access to diverse literature.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ABFE (American Booksellers for Free Expression)
Target entity description: ABFE (American Booksellers for Free Expression) is a program that advocates for the free speech and First Amendment rights of booksellers, publishers, and readers, opposing censorship and defending access to diverse literature.
  • A. American Booksellers Association chosen
    The American Booksellers Association is a trade organization representing independent bookstores across the United States, advocating for their interests and supporting the independent book retail industry.
  • B. American Book Publishers Council
    The American Book Publishers Council was a U.S. trade association representing book publishers and promoting the interests and recognition of American publishing.
  • C. Office for Intellectual Freedom
    The Office for Intellectual Freedom is a unit of the American Library Association that leads efforts to protect and promote intellectual freedom, privacy, and access to information in libraries.
  • D. National Book Network
    National Book Network is a book distributor and sales/marketing company that provides distribution services for independent publishers, including those under Rowman & Littlefield.
  • E. PEN America
    PEN America is a U.S.-based literary and human rights organization that champions free expression and supports writers through advocacy, awards, and cultural programming.
  • F. None of above.

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_69d806a9fe888190b081e2d9ea665d6c completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d9819bfd348190a22d44f837877e1c completed April 10, 2026, 11:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6e28e922881909584296adc95d9b4 completed May 3, 2026, 5:52 a.m.
NEDg Description generation batch_69f6e6d4aedc819090e6433600db4b31 completed May 3, 2026, 6:10 a.m.
NED2 Entity disambiguation (via description) batch_69f6e79e40bc8190bcf72d719d4e88dd completed May 3, 2026, 6:13 a.m.
Created at: April 9, 2026, 9:07 p.m.