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.