Triple
T23362673
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | How to Be Perfect: The Correct Answer to Every Moral Question |
E593224
|
entity |
| Predicate | hasNarratorOfAudiobook |
P17575
|
FINISHED |
| Object | Michael Schur |
—
|
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: Michael Schur | Statement: [How to Be Perfect: The Correct Answer to Every Moral Question, hasNarratorOfAudiobook, Michael Schur]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michael Schur Context triple: [How to Be Perfect: The Correct Answer to Every Moral Question, hasNarratorOfAudiobook, Michael Schur]
-
A.
Michael Schur
chosen
Michael Schur is an American television writer and producer best known for co-creating acclaimed comedy series such as Parks and Recreation, The Good Place, and Brooklyn Nine-Nine.
-
B.
David Crane
David Crane is an American television writer and producer best known for co-creating the hit sitcom "Friends."
-
C.
David Crane
David Crane is an American lawyer and former chief prosecutor of the Special Court for Sierra Leone, known for indicting Liberian president Charles Taylor for war crimes and crimes against humanity.
-
D.
David Crane
David Crane is an American video game designer and programmer best known as a co-founder of Activision and creator of classic games like Pitfall!.
-
E.
Nicholas Stoller
Nicholas Stoller is a British-American filmmaker and screenwriter best known for directing and writing popular comedy films such as Forgetting Sarah Marshall and Neighbors.
- 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: hasNarratorOfAudiobook Context triple: [How to Be Perfect: The Correct Answer to Every Moral Question, hasNarratorOfAudiobook, Michael Schur]
-
A.
narratorOf
chosen
Indicates that one entity serves as the narrator or storytelling voice for another entity, such as a text, story, or media work.
-
B.
hasNarration
Indicates that an entity provides spoken or written commentary or storytelling for another entity, such as a work, event, or scene.
-
C.
narratedTo
Indicates that one entity tells or recounts a story, event, or information directly to another entity as the audience.
-
D.
narratorType
Indicates the narrative perspective or role from which a story or account is being told.
-
E.
narratorTitle
Indicates that a given title or designation is held by the narrator of a work or narrative.
- 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_69e25d2593c88190bcdf4a716a94ccb2 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f1a0aa0ed88190b0198cbfd1bcc59b |
completed | April 29, 2026, 6:09 a.m. |
| PD | Predicate disambiguation | batch_69f061c7aaa48190a58ce93f87155ffc |
completed | April 28, 2026, 7:29 a.m. |
Created at: April 17, 2026, 5:30 p.m.