Triple
T14398266
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flatliners |
E357005
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
David Labraccio
David Labraccio is a driven but haunted medical student who leads a dangerous experiment to explore life after death in the psychological horror film "Flatliners."
|
E1113775
|
NE FINISHED |
How this triple was built (4 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: David Labraccio | Statement: [Flatliners, mainCharacter, David Labraccio]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Labraccio Context triple: [Flatliners, mainCharacter, David Labraccio]
-
A.
John Civello
John Civello, also known by the nickname "Johnny Boy," is an individual primarily recognized in this context by his informal moniker rather than widely documented public achievements.
-
B.
Robert Mammone
Robert Mammone is an Australian actor known for his work in film and television, including roles in war dramas and action-oriented productions.
-
C.
Daniel Caltagirone
Daniel Caltagirone is a British actor known for his work in film and television, including roles in projects such as "The Beach," "The Pianist," and various UK dramas.
-
D.
James LaRosa
James LaRosa is an American television writer and producer best known for creating the VH1 drama series "Hit the Floor."
-
E.
Matt Lattanzi
Matt Lattanzi is an American actor and former dancer best known for his roles in 1980s films and for his marriage to singer and actress Olivia Newton-John.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: David Labraccio Triple: [Flatliners, mainCharacter, David Labraccio]
Generated description
David Labraccio is a driven but haunted medical student who leads a dangerous experiment to explore life after death in the psychological horror film "Flatliners."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David Labraccio Target entity description: David Labraccio is a driven but haunted medical student who leads a dangerous experiment to explore life after death in the psychological horror film "Flatliners."
-
A.
John Civello
John Civello, also known by the nickname "Johnny Boy," is an individual primarily recognized in this context by his informal moniker rather than widely documented public achievements.
-
B.
Robert Mammone
Robert Mammone is an Australian actor known for his work in film and television, including roles in war dramas and action-oriented productions.
-
C.
Daniel Caltagirone
Daniel Caltagirone is a British actor known for his work in film and television, including roles in projects such as "The Beach," "The Pianist," and various UK dramas.
-
D.
James LaRosa
James LaRosa is an American television writer and producer best known for creating the VH1 drama series "Hit the Floor."
-
E.
Matt Lattanzi
Matt Lattanzi is an American actor and former dancer best known for his roles in 1980s films and for his marriage to singer and actress Olivia Newton-John.
- F. None of above. chosen
Provenance (5 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_69d827927c988190ad98bb0360981783 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de9083f9d081908fe5c99655c410b3 |
completed | April 14, 2026, 7:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fde16198488190ad69eeebd09c45da |
completed | May 8, 2026, 1:13 p.m. |
| NEDg | Description generation | batch_69fde580a8cc8190b5480271b1a06f4d |
completed | May 8, 2026, 1:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fde68f4ee08190b1ee18eaa390a8ff |
completed | May 8, 2026, 1:35 p.m. |
Created at: April 10, 2026, 1:17 a.m.