Triple
T13773964
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Terminal Velocity |
E330952
|
entity |
| Predicate | director |
P255
|
FINISHED |
| Object |
Deran Sarafian
Deran Sarafian is an American film and television director and actor known for his work on action films and popular TV series such as "House."
|
E498092
|
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: Deran Sarafian | Statement: [Terminal Velocity, director, Deran Sarafian]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Deran Sarafian Context triple: [Terminal Velocity, director, Deran Sarafian]
-
A.
Tedi Sarafian
Tedi Sarafian is an American screenwriter and film producer best known for his work on major action and science fiction films.
-
B.
Zareh Nalbandian
Zareh Nalbandian is an Australian film producer and co-founder of the visual effects and animation studio Animal Logic, known for work on major feature films.
-
C.
Kevin Khatchadourian
Kevin Khatchadourian is the disturbed and manipulative teenage antagonist at the center of Lionel Shriver’s novel and its film adaptation "We Need to Talk About Kevin," known for committing a devastating act of violence.
-
D.
Armanoush Tchakhmakhchian
Armanoush Tchakhmakhchian is a young Armenian-American woman who travels to Istanbul to explore her family’s past and confront the legacy of the Armenian genocide in Elif Shafak’s novel *The Bastard of Istanbul*.
-
E.
Ara Zobayan
Ara Zobayan was an experienced commercial helicopter pilot best known for being at the controls during the 2020 Calabasas crash that killed Kobe Bryant, his daughter Gianna, and seven others.
- 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: Deran Sarafian Triple: [Terminal Velocity, director, Deran Sarafian]
Generated description
Deran Sarafian is an American film and television director and actor known for his work on action films and popular TV series such as "House."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Deran Sarafian Target entity description: Deran Sarafian is an American film and television director and actor known for his work on action films and popular TV series such as "House."
-
A.
Tedi Sarafian
chosen
Tedi Sarafian is an American screenwriter and film producer best known for his work on major action and science fiction films.
-
B.
Zareh Nalbandian
Zareh Nalbandian is an Australian film producer and co-founder of the visual effects and animation studio Animal Logic, known for work on major feature films.
-
C.
Kevin Khatchadourian
Kevin Khatchadourian is the disturbed and manipulative teenage antagonist at the center of Lionel Shriver’s novel and its film adaptation "We Need to Talk About Kevin," known for committing a devastating act of violence.
-
D.
Armanoush Tchakhmakhchian
Armanoush Tchakhmakhchian is a young Armenian-American woman who travels to Istanbul to explore her family’s past and confront the legacy of the Armenian genocide in Elif Shafak’s novel *The Bastard of Istanbul*.
-
E.
Ara Zobayan
Ara Zobayan was an experienced commercial helicopter pilot best known for being at the controls during the 2020 Calabasas crash that killed Kobe Bryant, his daughter Gianna, and seven others.
- F. None of above.
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_69d81c583b0081909e408a17db517a21 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de023774b48190b19e43e87b94ba77 |
completed | April 14, 2026, 9 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7a86afd788190ab637044dd489a24 |
completed | May 3, 2026, 7:56 p.m. |
| NEDg | Description generation | batch_69f7a9f5549c81908a1a0b080acc3396 |
completed | May 3, 2026, 8:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7aafceea881908737a3d7613db2d5 |
completed | May 3, 2026, 8:07 p.m. |
Created at: April 9, 2026, 10:10 p.m.