Triple
T6945689
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Constantine (2005 film) |
E160792
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Benjamin Melniker
Benjamin Melniker was an American film and television producer best known for his long-running role as an executive producer on numerous DC Comics adaptations, including the Batman and Constantine franchises.
|
E631912
|
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: Benjamin Melniker | Statement: [Constantine (2005 film), producer, Benjamin Melniker]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benjamin Melniker Context triple: [Constantine (2005 film), producer, Benjamin Melniker]
-
A.
Kenny Aaronson
Kenny Aaronson is an American rock bassist and session musician known for his work with numerous bands and artists since the 1970s.
-
B.
Bryce Dessner
Bryce Dessner is an American guitarist and composer best known for his work with the indie rock band The National and for his contemporary classical compositions.
-
C.
John Hoffman
John Hoffman is an American writer, producer, and director best known for co-creating the mystery-comedy television series "Only Murders in the Building."
-
D.
Anton Lopatin
Anton Lopatin was a Soviet Red Army lieutenant general who played a significant command role on the Eastern Front during World War II, including in the Battle of Stalingrad.
-
E.
Brian Eastman
Brian Eastman is a British film and television producer known for his work on acclaimed dramas and adaptations, including "The Josephine Baker Story."
- 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: Benjamin Melniker Triple: [Constantine (2005 film), producer, Benjamin Melniker]
Generated description
Benjamin Melniker was an American film and television producer best known for his long-running role as an executive producer on numerous DC Comics adaptations, including the Batman and Constantine franchises.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Benjamin Melniker Target entity description: Benjamin Melniker was an American film and television producer best known for his long-running role as an executive producer on numerous DC Comics adaptations, including the Batman and Constantine franchises.
-
A.
Kenny Aaronson
Kenny Aaronson is an American rock bassist and session musician known for his work with numerous bands and artists since the 1970s.
-
B.
Bryce Dessner
Bryce Dessner is an American guitarist and composer best known for his work with the indie rock band The National and for his contemporary classical compositions.
-
C.
John Hoffman
John Hoffman is an American writer, producer, and director best known for co-creating the mystery-comedy television series "Only Murders in the Building."
-
D.
Anton Lopatin
Anton Lopatin was a Soviet Red Army lieutenant general who played a significant command role on the Eastern Front during World War II, including in the Battle of Stalingrad.
-
E.
Brian Eastman
Brian Eastman is a British film and television producer known for his work on acclaimed dramas and adaptations, including "The Josephine Baker Story."
- 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_69c68850419081909fb426b8f5a304c7 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6da8a65c48190b6862fc60f6c7f7a |
completed | March 27, 2026, 7:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7586b6f0c8190a6caad7d020e9c4d |
completed | March 28, 2026, 4:26 a.m. |
| NEDg | Description generation | batch_69c75a417b7481908846a53712ea2323 |
completed | March 28, 2026, 4:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c75abf8de881908e1ae0a46da795bc |
completed | March 28, 2026, 4:36 a.m. |
Created at: March 27, 2026, 2:28 p.m.