Triple
T20230137
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maria (Twelfth Night) |
E495491
|
entity |
| Predicate | humiliates |
P43876
|
FINISHED |
| Object | Malvolio |
—
|
NE NERFINISHED |
How this triple was built (3 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: Malvolio | Statement: [Maria (Twelfth Night), humiliates, Malvolio]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malvolio Context triple: [Maria (Twelfth Night), humiliates, Malvolio]
-
A.
Malvolio
chosen
Malvolio is a pompous, self-righteous steward in Shakespeare’s comedy *Twelfth Night*, best known for his comic humiliation after being tricked into believing his mistress loves him.
-
B.
Grumio
Grumio is a comic servant character in William Shakespeare's play "The Taming of the Shrew," known for his humorous misunderstandings and interactions with his master Petruchio.
-
C.
Feste
Feste is the witty, perceptive fool in Shakespeare’s comedy "Twelfth Night," known for his clever wordplay and insightful commentary on the other characters.
-
D.
Orsino
Orsino is the lovesick Duke of Illyria in Shakespeare’s comedy "Twelfth Night," known for his poetic melancholy and unrequited love for Olivia.
-
E.
Octavius Mamilius
Octavius Mamilius was a Latin prince of Tusculum and son-in-law of the exiled Roman king Tarquinius Superbus, remembered as a leading opponent of early Republican Rome.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: humiliates Context triple: [Maria (Twelfth Night), humiliates, Malvolio]
-
A.
ashamedOf
Indicates that one entity feels shame, embarrassment, or guilt because of another entity or because of something associated with that entity.
-
B.
demotes
Indicates that one entity reduces another entity’s rank, status, or level within a hierarchy or system.
-
C.
insultedAs
chosen
Indicates that one entity directed an insulting or offensive remark or action toward another entity, characterizing the target in a demeaning way.
-
D.
undermined
Indicates that one entity has weakened, subverted, or reduced the effectiveness, authority, or stability of another entity or its position.
-
E.
discourages
Indicates an action or influence that deters, dissuades, or reduces the likelihood of someone performing a particular behavior or pursuing a certain outcome.
- F. None of above.
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_69da626cff80819097b530718a7c98b6 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e66fdce9d081909752a6a1e15283ba |
completed | April 20, 2026, 6:26 p.m. |
| PD | Predicate disambiguation | batch_69e55b18609481909ab28bc8750a642f |
completed | April 19, 2026, 10:45 p.m. |
Created at: April 11, 2026, 11:39 p.m.