Triple
T23340364
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beginning of the End |
E591718
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Fred Freiberger
Fred Freiberger was an American film and television writer and producer best known for his work on genre series such as Star Trek and Space: 1999.
|
E1581842
|
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: Fred Freiberger | Statement: [Beginning of the End, screenwriter, Fred Freiberger]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fred Freiberger Context triple: [Beginning of the End, screenwriter, Fred Freiberger]
-
A.
Paul Freiberger
Paul Freiberger is an author and journalist best known for co-writing the influential history of the personal computer revolution, "Fire in the Valley."
-
B.
Fred Schuler
Fred Schuler is a cinematographer best known for his work on films such as the 1980 comedy "Stir Crazy."
-
C.
Marvin Dorfler
Marvin Dorfler is a bumbling yet persistent bounty hunter who serves as a comic foil to Jack Walsh in the action-comedy film "Midnight Run."
-
D.
Fred Bauer
Fred Bauer was a film producer best known for his work on the 1981 fantasy-comedy movie "Under the Rainbow."
-
E.
Paul Frankenburger
Paul Frankenburger, better known as Paul Ben-Haim, was a German-born Israeli composer who became a leading figure in early Israeli classical music, blending Western traditions with Middle Eastern influences.
- 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: Fred Freiberger Triple: [Beginning of the End, screenwriter, Fred Freiberger]
Generated description
Fred Freiberger was an American film and television writer and producer best known for his work on genre series such as Star Trek and Space: 1999.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fred Freiberger Target entity description: Fred Freiberger was an American film and television writer and producer best known for his work on genre series such as Star Trek and Space: 1999.
-
A.
Paul Freiberger
Paul Freiberger is an author and journalist best known for co-writing the influential history of the personal computer revolution, "Fire in the Valley."
-
B.
Fred Schuler
Fred Schuler is a cinematographer best known for his work on films such as the 1980 comedy "Stir Crazy."
-
C.
Marvin Dorfler
Marvin Dorfler is a bumbling yet persistent bounty hunter who serves as a comic foil to Jack Walsh in the action-comedy film "Midnight Run."
-
D.
Fred Bauer
Fred Bauer was a film producer best known for his work on the 1981 fantasy-comedy movie "Under the Rainbow."
-
E.
Paul Frankenburger
Paul Frankenburger, better known as Paul Ben-Haim, was a German-born Israeli composer who became a leading figure in early Israeli classical music, blending Western traditions with Middle Eastern influences.
- 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_69e25d20e3d08190bcede87673cafb25 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f198329d9c8190992627afa9b54bed |
completed | April 29, 2026, 5:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c4cb61d688190970ccb33d82c0fdd |
completed | May 19, 2026, 11:42 a.m. |
| NEDg | Description generation | batch_6a0c4e915358819097b8c0b69b2a490f |
completed | May 19, 2026, 11:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c52a1b82c81909c27a1cde973ae44 |
completed | May 19, 2026, 12:08 p.m. |
Created at: April 17, 2026, 5:18 p.m.