Triple
T8294363
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frank Marshall |
E194176
|
entity |
| Predicate | notableCollaboration |
P8554
|
FINISHED |
| Object | M. Night Shyamalan |
E340307
|
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: M. Night Shyamalan | Statement: [Frank Marshall, notableCollaboration, M. Night Shyamalan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M. Night Shyamalan Context triple: [Frank Marshall, notableCollaboration, M. Night Shyamalan]
-
A.
M. Night Shyamalan
chosen
M. Night Shyamalan is an Indian-American filmmaker known for his suspenseful thrillers, twist endings, and films such as "The Sixth Sense," "Unbreakable," and "Signs."
-
B.
Mike Flanagan
Mike Flanagan is an American filmmaker and showrunner known for his acclaimed horror films and series, including "Doctor Sleep," "The Haunting of Hill House," and "Midnight Mass."
-
C.
Michael Flanagan
Michael Flanagan is a common personal name shared by multiple individuals, including professionals in fields such as sports, politics, and the arts.
-
D.
Ken Biller
Ken Biller is a television writer, producer, and director best known for his work on series such as "Star Trek: Voyager" and "Genius."
-
E.
Bryan Singer
Bryan Singer is an American film director and producer best known for helming several X-Men films and the crime thriller The Usual Suspects.
- 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_69ca82e50ebc81909aa7b260c76bd757 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb7df5fff88190ac51a8d1c3eb2fe2 |
completed | March 31, 2026, 7:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd6899b818819090c80a8eba7d5d4c |
completed | April 1, 2026, 6:48 p.m. |
Created at: March 30, 2026, 5:52 p.m.