Triple
T10974662
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hero |
E259335
|
entity |
| Predicate | workByAuthor |
P12692
|
FINISHED |
| Object | Much Ado About Nothing by William Shakespeare |
E240545
|
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: Much Ado About Nothing by William Shakespeare | Statement: [Hero, workByAuthor, Much Ado About Nothing by William Shakespeare]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Much Ado About Nothing by William Shakespeare Context triple: [Hero, workByAuthor, Much Ado About Nothing by William Shakespeare]
-
A.
Much Ado About Nothing
chosen
Much Ado About Nothing is a comedic play by William Shakespeare that centers on witty banter, romantic misunderstandings, and schemes involving two couples in the Italian town of Messina.
-
B.
Much Ado About Nothing (2012 film)
Much Ado About Nothing (2012 film) is a modern, low-budget black-and-white adaptation of Shakespeare’s comedy, directed by Joss Whedon and featuring many actors from his regular ensemble.
-
C.
Much Ado About Nothing (1993 film)
Much Ado About Nothing (1993 film) is a 1993 romantic comedy adaptation of Shakespeare’s play, directed by and starring Kenneth Branagh alongside an ensemble cast.
-
D.
Beatrice in "Much Ado About Nothing"
Beatrice in "Much Ado About Nothing" is Shakespeare’s quick-witted, sharp-tongued heroine whose spirited banter and reluctant romance with Benedick make her one of his most beloved comic characters.
-
E.
The Taming of the Shrew
The Taming of the Shrew is a comedic play by William Shakespeare that explores themes of marriage, gender roles, and social hierarchy through the contentious courtship of the strong-willed Katherina and the domineering Petruchio.
- 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_69d6aa895f4c8190887a15460ef622f4 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d771f3794c8190b1992b4695139b62 |
completed | April 9, 2026, 9:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e2d7aeb66c8190b9d18642b2ad2ea0 |
completed | April 18, 2026, 1 a.m. |
Created at: April 8, 2026, 9:24 p.m.