Triple
T4207021
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Psycho |
E93807
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Joseph Stefano
Joseph Stefano was an American screenwriter and producer best known for adapting Robert Bloch’s novel into Alfred Hitchcock’s classic film "Psycho" and for his work on the television series "The Outer Limits."
|
E421280
|
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: Joseph Stefano | Statement: [Psycho, screenwriter, Joseph Stefano]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joseph Stefano Context triple: [Psycho, screenwriter, Joseph Stefano]
-
A.
Gino Corrado
Gino Corrado was an Italian-born character actor in early American cinema, known for his numerous supporting and bit roles in silent and classic Hollywood films.
-
B.
Emile Ardolino
Emile Ardolino was an American film director best known for popular hits like "Dirty Dancing" and "Sister Act," as well as his work on dance-focused documentaries.
-
C.
Lou Romano
Lou Romano is an American animator, art director, and voice actor best known for his work with Pixar, including voicing the character Alfredo Linguini in the film "Ratatouille."
-
D.
Robert Pulcini
Robert Pulcini is an American filmmaker and screenwriter best known for co-writing and co-directing acclaimed independent films such as "American Splendor" alongside his creative partner and wife, Shari Springer Berman.
-
E.
Victor Buono
Victor Buono was an American character actor and comedian known for his imposing presence and memorable roles in films and television during the 1960s and 1970s, including his Oscar-nominated performance in "What Ever Happened to Baby Jane?".
- 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: Joseph Stefano Triple: [Psycho, screenwriter, Joseph Stefano]
Generated description
Joseph Stefano was an American screenwriter and producer best known for adapting Robert Bloch’s novel into Alfred Hitchcock’s classic film "Psycho" and for his work on the television series "The Outer Limits."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joseph Stefano Target entity description: Joseph Stefano was an American screenwriter and producer best known for adapting Robert Bloch’s novel into Alfred Hitchcock’s classic film "Psycho" and for his work on the television series "The Outer Limits."
-
A.
Gino Corrado
Gino Corrado was an Italian-born character actor in early American cinema, known for his numerous supporting and bit roles in silent and classic Hollywood films.
-
B.
Emile Ardolino
Emile Ardolino was an American film director best known for popular hits like "Dirty Dancing" and "Sister Act," as well as his work on dance-focused documentaries.
-
C.
Lou Romano
Lou Romano is an American animator, art director, and voice actor best known for his work with Pixar, including voicing the character Alfredo Linguini in the film "Ratatouille."
-
D.
Robert Pulcini
Robert Pulcini is an American filmmaker and screenwriter best known for co-writing and co-directing acclaimed independent films such as "American Splendor" alongside his creative partner and wife, Shari Springer Berman.
-
E.
Victor Buono
Victor Buono was an American character actor and comedian known for his imposing presence and memorable roles in films and television during the 1960s and 1970s, including his Oscar-nominated performance in "What Ever Happened to Baby Jane?".
- 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_69b3451743608190808f41d17ccf2650 |
completed | March 12, 2026, 10:58 p.m. |
| NER | Named-entity recognition | batch_69b3480cfacc81909a2705eb4e9ce8c1 |
completed | March 12, 2026, 11:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b59628da008190ae0e458ed3a5890b |
completed | March 14, 2026, 5:08 p.m. |
| NEDg | Description generation | batch_69b596b7330081908c66a5a756531ffd |
completed | March 14, 2026, 5:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b59762105481908e3534600486b82d |
completed | March 14, 2026, 5:14 p.m. |
Created at: March 12, 2026, 11:03 p.m.