Triple
T22312711
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Franklin Birch |
E551560
|
entity |
| Predicate | writtenBy |
P806
|
FINISHED |
| Object | Aaron Guzikowski |
E537595
|
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: Aaron Guzikowski | Statement: [Franklin Birch, writtenBy, Aaron Guzikowski]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aaron Guzikowski Context triple: [Franklin Birch, writtenBy, Aaron Guzikowski]
-
A.
Aaron Guzikowski
chosen
Aaron Guzikowski is an American screenwriter best known for writing the acclaimed thriller film "Prisoners" and creating the science fiction series "Raised by Wolves."
-
B.
Josh Gudwin
Josh Gudwin is a Grammy-winning Canadian recording and mixing engineer best known for his work with major pop artists such as Justin Bieber.
-
C.
John Speraw
John Speraw is an American volleyball coach best known for leading the U.S. men’s national team and achieving success at both the international and collegiate levels.
-
D.
Patrick Nielsen Hayden
Patrick Nielsen Hayden is an influential American science fiction and fantasy editor and publisher, known for shaping the careers of numerous prominent genre authors.
-
E.
Christopher Sweeney
Christopher Sweeney is a music video director known for his work on high-profile pop and alternative artists’ videos, including Lily Allen’s “Hard Out Here.”
- 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_69e11e4776588190abb21e5cea79973f |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15750f76c81909d6f788928f503f1 |
completed | April 29, 2026, 12:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0acca5f74c81908ef720575ee5c37b |
completed | May 18, 2026, 8:24 a.m. |
Created at: April 16, 2026, 8:42 p.m.