Triple
T2232510
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Blue Collar |
E49200
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Leonard Schrader
Leonard Schrader was an American screenwriter and director known for his collaborations with his brother Paul Schrader and for writing acclaimed films such as "Kiss of the Spider Woman."
|
E249863
|
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: Leonard Schrader | Statement: [Blue Collar, screenwriter, Leonard Schrader]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Leonard Schrader Context triple: [Blue Collar, screenwriter, Leonard Schrader]
-
A.
Paul Hirsch
Paul Hirsch is an American film editor renowned for his work on major Hollywood films, including the original Star Wars.
-
B.
Russell Carpenter
Russell Carpenter is an Academy Award–winning American cinematographer best known for his work on major films such as Titanic and other high-profile Hollywood productions.
-
C.
Kevin Kiner
Kevin Kiner is an American composer best known for his prolific work on film and television scores, including major franchises like Star Wars and DC Comics adaptations.
-
D.
Richard Langer
Richard Langer is a relatively obscure individual whose specific public notability is not clearly established from the available information.
-
E.
Bert I. Gordon
Bert I. Gordon was an American filmmaker best known for his low-budget 1950s–60s science fiction and horror movies featuring giant creatures, earning him the nickname "Mr. B.I.G."
- 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: Leonard Schrader Triple: [Blue Collar, screenwriter, Leonard Schrader]
Generated description
Leonard Schrader was an American screenwriter and director known for his collaborations with his brother Paul Schrader and for writing acclaimed films such as "Kiss of the Spider Woman."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Leonard Schrader Target entity description: Leonard Schrader was an American screenwriter and director known for his collaborations with his brother Paul Schrader and for writing acclaimed films such as "Kiss of the Spider Woman."
-
A.
Paul Hirsch
Paul Hirsch is an American film editor renowned for his work on major Hollywood films, including the original Star Wars.
-
B.
Russell Carpenter
Russell Carpenter is an Academy Award–winning American cinematographer best known for his work on major films such as Titanic and other high-profile Hollywood productions.
-
C.
Kevin Kiner
Kevin Kiner is an American composer best known for his prolific work on film and television scores, including major franchises like Star Wars and DC Comics adaptations.
-
D.
Richard Langer
Richard Langer is a relatively obscure individual whose specific public notability is not clearly established from the available information.
-
E.
Bert I. Gordon
Bert I. Gordon was an American filmmaker best known for his low-budget 1950s–60s science fiction and horror movies featuring giant creatures, earning him the nickname "Mr. B.I.G."
- 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_69a88aa84bdc819086df50e9c20b301e |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc06d26bc8190a85ddb6312d2df08 |
completed | March 7, 2026, 6:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae71ba743081908e2697374e710681 |
completed | March 9, 2026, 7:07 a.m. |
| NEDg | Description generation | batch_69ae73e2af5c8190a7dfbf5ff03e4edd |
completed | March 9, 2026, 7:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae745c7cfc81909ef4be9b73899058 |
completed | March 9, 2026, 7:18 a.m. |
Created at: March 4, 2026, 7:47 p.m.