Triple
T21131714
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Penguin Young Readers |
E520703
|
entity |
| Predicate | hasImprint |
P2763
|
FINISHED |
| Object | Speak |
—
|
NE NERFINISHED |
Named-entity recognition
Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.
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: Speak | Statement: [Penguin Young Readers, hasImprint, Speak]
Disambiguation candidates (2 decisions)
The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Speak Context triple: [Penguin Young Readers, hasImprint, Speak]
-
A.
Speak
"Speak" is a hard rock single by the American band Godsmack, known for its heavy riffs and aggressive vocal style.
-
B.
Speak
"Speak" is a 2004 drama film based on Laurie Halse Anderson's novel, featuring Kristen Stewart as a traumatized teenager who becomes selectively mute after a sexual assault.
-
C.
Talk
"Talk" is a hit R&B/pop single by American singer Khalid, known for its smooth production and introspective lyrics about communication in relationships.
-
D.
Talk
"Talk" is a song by the American pop-rock band Against the Current, known for their energetic style and emotionally charged lyrics.
-
E.
Say
Say is a French surname most famously associated with economist Jean-Baptiste Say, known for formulating Say's Law in classical economics.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Speak Target entity description: Speak is a publishing imprint of Penguin Young Readers known for releasing young adult and teen literature.
-
A.
Speak
"Speak" is a hard rock single by the American band Godsmack, known for its heavy riffs and aggressive vocal style.
-
B.
Speak
"Speak" is a 2004 drama film based on Laurie Halse Anderson's novel, featuring Kristen Stewart as a traumatized teenager who becomes selectively mute after a sexual assault.
-
C.
Talk
"Talk" is a hit R&B/pop single by American singer Khalid, known for its smooth production and introspective lyrics about communication in relationships.
-
D.
Talk
"Talk" is a song by the American pop-rock band Against the Current, known for their energetic style and emotionally charged lyrics.
-
E.
Say
Say is a French surname most famously associated with economist Jean-Baptiste Say, known for formulating Say's Law in classical economics.
- F. None of above. chosen
Provenance (2 batches)
| Stage | Batch ID | Job type | Status |
|---|---|---|---|
| creating | batch_69e0b50b53048190ae34e8abbe3c5ada |
elicitation | completed |
| NER | batch_69e7235668e081909bd810016ba2dd8e |
ner | completed |
Created at: April 16, 2026, 2:56 p.m.