Triple
T2553402
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Barnes & Noble |
E56677
|
entity |
| Predicate | hasBrand |
P1500
|
FINISHED |
| Object | Barnes & Noble College Booksellers |
E56677
|
NE FINISHED |
How this triple was built (2 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: Barnes & Noble College Booksellers | Statement: [Barnes & Noble, hasBrand, Barnes & Noble College Booksellers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Barnes & Noble College Booksellers Context triple: [Barnes & Noble, hasBrand, Barnes & Noble College Booksellers]
-
A.
Barnes & Noble
chosen
Barnes & Noble is a major American bookselling chain known for its large retail bookstores that offer a wide selection of books, magazines, and related media, often alongside in-store cafés.
-
B.
Barnes & Noble Café
Barnes & Noble Café is the in-store coffee shop chain typically found inside Barnes & Noble bookstores, offering beverages, snacks, and a place to read or work.
-
C.
Barnes & Noble Press
Barnes & Noble Press is Barnes & Noble’s self-publishing platform that enables authors to create, publish, and distribute print and digital books through the retailer’s channels.
-
D.
Harvard Coop
Harvard Coop is a historic, student-oriented bookstore and cooperative retail store serving the Harvard University community in Cambridge, Massachusetts.
-
E.
Athenaeum Boekhandel
Athenaeum Boekhandel is a renowned independent bookstore in Amsterdam, known for its extensive selection of academic, literary, and international titles.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ab4a4bfec081908039988ec4c86e28 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd30bc6388190b78f2f931eb54041 |
completed | March 7, 2026, 7:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af655c8d7c8190bef109b10d04464f |
completed | March 10, 2026, 12:27 a.m. |
Created at: March 6, 2026, 9:48 p.m.