Triple
T23275193
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bedlam |
E588397
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object | Frank Aiello |
—
|
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: Frank Aiello | Statement: [Bedlam, hasMember, Frank Aiello]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frank Aiello Context triple: [Bedlam, hasMember, Frank Aiello]
-
A.
Tony Aiello
Tony Aiello is a musician known for his performance work on the album "Blaze of Glory."
-
B.
Patrick Aiello
Patrick Aiello is a film producer known for his work on faith-based and genre movies, including the biblical drama "Risen."
-
C.
Daniele Liotti
Daniele Liotti is an Italian actor known for his work in film and television, including prominent roles in European dramas and historical miniseries.
-
D.
Frank Prinzi
Frank Prinzi is an American cinematographer and television director known for his work on numerous films and TV series, including crime dramas and independent features.
-
E.
Joseph Parisi
Joseph Parisi is an American literary editor best known for his long tenure leading the influential poetry journal *Poetry* magazine.
- 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: Frank Aiello Target entity description: Frank Aiello is a member of the musical group Bedlam, known for its hard rock sound and energetic performances.
-
A.
Tony Aiello
Tony Aiello is a musician known for his performance work on the album "Blaze of Glory."
-
B.
Patrick Aiello
Patrick Aiello is a film producer known for his work on faith-based and genre movies, including the biblical drama "Risen."
-
C.
Daniele Liotti
Daniele Liotti is an Italian actor known for his work in film and television, including prominent roles in European dramas and historical miniseries.
-
D.
Frank Prinzi
Frank Prinzi is an American cinematographer and television director known for his work on numerous films and TV series, including crime dramas and independent features.
-
E.
Joseph Parisi
Joseph Parisi is an American literary editor best known for his long tenure leading the influential poetry journal *Poetry* magazine.
- 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_69e25d148adc819088efbf42672604e9 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f195768b1c8190ae7cbf8c316ae4dd |
completed | April 29, 2026, 5:21 a.m. |
Created at: April 17, 2026, 4:47 p.m.