Triple
T8904845
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wet Hot American Summer |
E212028
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Howard Bernstein
Howard Bernstein is a film and television producer best known for his work on the cult comedy "Wet Hot American Summer."
|
E766323
|
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: Howard Bernstein | Statement: [Wet Hot American Summer, producer, Howard Bernstein]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Howard Bernstein Context triple: [Wet Hot American Summer, producer, Howard Bernstein]
-
A.
James Kantor
James Kantor was a South African attorney who became notable for his controversial arrest and prosecution alongside anti-apartheid activists during the Rivonia Trial.
-
B.
Mark Bomback
Mark Bomback is an American screenwriter and producer known for his work on major studio films such as the modern Planet of the Apes series and various action and thriller movies.
-
C.
Phillip Berman
Phillip Berman is a writer best known for coauthoring the spiritual and philosophical work "Reason for Hope: A Spiritual Journey" with primatologist Jane Goodall.
-
D.
Barry Weiss
Barry Weiss is an American music industry executive best known for leading major record labels such as Jive Records and RCA/Jive Label Group and working with numerous multi-platinum artists.
-
E.
Jeffrey Goldberg
Jeffrey Goldberg is an American journalist and author known for his long-form reporting on foreign policy and national security, and for serving as editor-in-chief of The Atlantic.
- 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: Howard Bernstein Triple: [Wet Hot American Summer, producer, Howard Bernstein]
Generated description
Howard Bernstein is a film and television producer best known for his work on the cult comedy "Wet Hot American Summer."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Howard Bernstein Target entity description: Howard Bernstein is a film and television producer best known for his work on the cult comedy "Wet Hot American Summer."
-
A.
James Kantor
James Kantor was a South African attorney who became notable for his controversial arrest and prosecution alongside anti-apartheid activists during the Rivonia Trial.
-
B.
Mark Bomback
Mark Bomback is an American screenwriter and producer known for his work on major studio films such as the modern Planet of the Apes series and various action and thriller movies.
-
C.
Phillip Berman
Phillip Berman is a writer best known for coauthoring the spiritual and philosophical work "Reason for Hope: A Spiritual Journey" with primatologist Jane Goodall.
-
D.
Barry Weiss
Barry Weiss is an American music industry executive best known for leading major record labels such as Jive Records and RCA/Jive Label Group and working with numerous multi-platinum artists.
-
E.
Jeffrey Goldberg
Jeffrey Goldberg is an American journalist and author known for his long-form reporting on foreign policy and national security, and for serving as editor-in-chief of The Atlantic.
- 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_69ca839255248190b43984294abd92ae |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc64c2509881908fb692522d348e96 |
completed | April 1, 2026, 12:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfba2cb5e48190813e9c08198149b0 |
completed | April 3, 2026, 1:01 p.m. |
| NEDg | Description generation | batch_69cfbaf8aa4c8190821ace3f0f53a9b3 |
completed | April 3, 2026, 1:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfbb9585688190b3aa3d817bafba51 |
completed | April 3, 2026, 1:07 p.m. |
Created at: March 30, 2026, 6:55 p.m.