Triple
T16037588
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | German Publishers and Booksellers Association |
E389007
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object | Frankfurt Book Fair |
E92050
|
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: Frankfurt Book Fair | Statement: [German Publishers and Booksellers Association, associatedWith, Frankfurt Book Fair]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frankfurt Book Fair Context triple: [German Publishers and Booksellers Association, associatedWith, Frankfurt Book Fair]
-
A.
Frankfurt Book Fair
chosen
The Frankfurt Book Fair is the world’s largest international trade fair for books and publishing, serving as a major global marketplace and cultural event for the literary industry.
-
B.
Leipzig Book Fair
The Leipzig Book Fair is one of Germany’s major annual literary events, showcasing new publications, hosting author readings and discussions, and serving as a key meeting point for the book and media industry.
-
C.
Turin International Book Fair
The Turin International Book Fair is Italy’s largest annual publishing and literary event, bringing together authors, publishers, and readers for exhibitions, debates, and cultural programs.
-
D.
Paris Book Fair (Livre Paris)
Paris Book Fair (Livre Paris) is a major annual international publishing and literary event in Paris that brings together authors, publishers, and readers for book launches, signings, and cultural programming.
-
E.
Frankfurt Trade Fair
The Frankfurt Trade Fair is one of the world’s oldest and largest international trade fair venues, renowned for hosting major global exhibitions and industry events in Frankfurt, Germany.
- 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_69d86dada3808190825d5f80d72fbe88 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1833da68881908710fb2c28e8c6d0 |
completed | April 17, 2026, 12:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffdbd5acb48190a10e40074fffd425 |
completed | May 10, 2026, 1:13 a.m. |
Created at: April 10, 2026, 4:56 a.m.