Triple
T6153124
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Once and Again |
E137253
|
entity |
| Predicate | executiveProducer |
P7225
|
FINISHED |
| Object |
Edward Z. Milstein
Edward Z. Milstein is a television producer best known for his executive production work on the drama series "Once and Again."
|
E649802
|
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: Edward Z. Milstein | Statement: [Once and Again, executiveProducer, Edward Z. Milstein]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Edward Z. Milstein Context triple: [Once and Again, executiveProducer, Edward Z. Milstein]
-
A.
Irving Brecher
Irving Brecher was an American screenwriter best known for his work on Marx Brothers comedies and classic Hollywood films of the 1930s and 1940s.
-
B.
Donald Rosenfeld
Donald Rosenfeld is an American film producer known for his work on acclaimed independent and art-house films, including collaborations with prominent directors and projects like "Effie Gray."
-
C.
Sidney B. Kramer
Sidney B. Kramer was an American publisher best known as a co-founder of the mass-market paperback company Bantam Books.
-
D.
Fred Hellerman
Fred Hellerman was an American folk singer, guitarist, songwriter, and producer best known as a founding member of the influential folk group The Weavers.
-
E.
M. Edgar Rosenblum
M. Edgar Rosenblum was a prominent American theater producer and arts administrator best known for his leadership in regional theater development.
- 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: Edward Z. Milstein Triple: [Once and Again, executiveProducer, Edward Z. Milstein]
Generated description
Edward Z. Milstein is a television producer best known for his executive production work on the drama series "Once and Again."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Edward Z. Milstein Target entity description: Edward Z. Milstein is a television producer best known for his executive production work on the drama series "Once and Again."
-
A.
Irving Brecher
Irving Brecher was an American screenwriter best known for his work on Marx Brothers comedies and classic Hollywood films of the 1930s and 1940s.
-
B.
Donald Rosenfeld
Donald Rosenfeld is an American film producer known for his work on acclaimed independent and art-house films, including collaborations with prominent directors and projects like "Effie Gray."
-
C.
Sidney B. Kramer
Sidney B. Kramer was an American publisher best known as a co-founder of the mass-market paperback company Bantam Books.
-
D.
Fred Hellerman
Fred Hellerman was an American folk singer, guitarist, songwriter, and producer best known as a founding member of the influential folk group The Weavers.
-
E.
M. Edgar Rosenblum
M. Edgar Rosenblum was a prominent American theater producer and arts administrator best known for his leadership in regional theater development.
- 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_69c008a45d008190832a9e19f5d63406 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c05cfe20408190b5ec9b987e1a4206 |
completed | March 22, 2026, 9:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7cb9f421081908b9df22decae8923 |
completed | March 28, 2026, 12:37 p.m. |
| NEDg | Description generation | batch_69c7ccafd63c81908e5eab61ed615180 |
completed | March 28, 2026, 12:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7cd9966e481909eb3c23bb59777d9 |
completed | March 28, 2026, 12:46 p.m. |
Created at: March 22, 2026, 4:16 p.m.