Triple
T22090924
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marshall |
E545909
|
entity |
| Predicate | writer |
P1360
|
FINISHED |
| Object | Michael Koskoff |
—
|
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 Koskoff | Statement: [Marshall, writer, Michael Koskoff]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michael Koskoff Context triple: [Marshall, writer, Michael Koskoff]
-
A.
Jacob Koskoff
Jacob Koskoff is an American screenwriter best known for co-writing the 2015 film adaptation of Shakespeare’s "Macbeth."
-
B.
Michael Klein
Michael Klein is the father of Canadian author and activist Naomi Klein.
-
C.
Michael Kagan
Michael Kagan is an Israeli technologist and entrepreneur best known as the co-founder and longtime chief technology officer of high-performance networking company Mellanox Technologies.
-
D.
Michael Chernus
Michael Chernus is an American actor known for his character roles in film, television, and theater, including appearances in projects like "Orange Is the New Black" and various independent films.
-
E.
Michael Yarmush
Michael Yarmush is a Canadian-American actor best known as the original voice of the title character in the animated children's television series "Arthur."
- 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: Michael Koskoff Target entity description: Michael Koskoff was an American trial lawyer and author best known for co-writing the historical legal drama film "Marshall."
-
A.
Jacob Koskoff
Jacob Koskoff is an American screenwriter best known for co-writing the 2015 film adaptation of Shakespeare’s "Macbeth."
-
B.
Michael Klein
Michael Klein is the father of Canadian author and activist Naomi Klein.
-
C.
Michael Kagan
Michael Kagan is an Israeli technologist and entrepreneur best known as the co-founder and longtime chief technology officer of high-performance networking company Mellanox Technologies.
-
D.
Michael Chernus
Michael Chernus is an American actor known for his character roles in film, television, and theater, including appearances in projects like "Orange Is the New Black" and various independent films.
-
E.
Michael Yarmush
Michael Yarmush is a Canadian-American actor best known as the original voice of the title character in the animated children's television series "Arthur."
- F. None of above. chosen
Provenance (2 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_69e11e36d03c8190a83a1ba802b7231b |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f128e53dfc81909858cdad8b09c5fb |
completed | April 28, 2026, 9:38 p.m. |
Created at: April 16, 2026, 8:29 p.m.