Triple
T17917441
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Femia |
E447968
|
entity |
| Predicate | portrayed |
P1668
|
FINISHED |
| Object | Marshall Blechtman |
—
|
NE NERFINISHED |
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: Marshall Blechtman | Statement: [John Femia, portrayed, Marshall Blechtman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marshall Blechtman Context triple: [John Femia, portrayed, Marshall Blechtman]
-
A.
Marshall Blechtman
chosen
Marshall Blechtman is a quirky, socially awkward high school student and one of the central teen characters in the early-1980s sitcom "Square Pegs."
-
B.
Benjamin Busch
Benjamin Busch is an American actor, writer, and former U.S. Marine Corps officer known for his roles in television series such as Generation Kill and The Wire.
-
C.
Andrew Hafitz
Andrew Hafitz is a film editor known for his work on independent and arthouse films, including collaborations with director Whit Stillman.
-
D.
Eric Pohlmann
Eric Pohlmann was an Austrian-born character actor best known for providing the original voice of the villain Ernst Stavro Blofeld in the early James Bond films.
-
E.
Brawley Nolte
Brawley Nolte is an American former child actor best known for his role in the 1996 thriller film "Ransom" alongside Mel Gibson.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69d8b9f6d394819082a6d69fd1e23d2f |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e4a30778fc81908b5b2e308fb158a5 |
completed | April 19, 2026, 9:40 a.m. |
Created at: April 10, 2026, 10:20 a.m.