Triple
T19833134
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Happytime Murders |
E476511
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Todd Berger
Todd Berger is an American filmmaker and screenwriter known for his work on darkly comedic films such as "The Happytime Murders."
|
E1401977
|
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: Todd Berger | Statement: [The Happytime Murders, screenwriter, Todd Berger]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Todd Berger Context triple: [The Happytime Murders, screenwriter, Todd Berger]
-
A.
Wally Berger
Wally Berger was an American Major League Baseball center fielder best known as a power hitter for the Boston Braves in the 1930s.
-
B.
Brian Rogers
Brian Rogers is a film producer best known for his work on the 2014 reboot of the Godzilla franchise.
-
C.
Scott McAuliffe
Scott McAuliffe is the son of Christa McAuliffe, the teacher and astronaut who died in the 1986 Space Shuttle Challenger disaster.
-
D.
Todd Gill
Todd Gill is a Canadian former professional ice hockey defenceman who played over 1,000 NHL games, primarily with the Toronto Maple Leafs, and later became a coach.
-
E.
Craig Berenson
Craig Berenson is a film producer best known for his work on the action-thriller movie "Snakes on a Plane."
- 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: Todd Berger Triple: [The Happytime Murders, screenwriter, Todd Berger]
Generated description
Todd Berger is an American filmmaker and screenwriter known for his work on darkly comedic films such as "The Happytime Murders."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Todd Berger Target entity description: Todd Berger is an American filmmaker and screenwriter known for his work on darkly comedic films such as "The Happytime Murders."
-
A.
Wally Berger
Wally Berger was an American Major League Baseball center fielder best known as a power hitter for the Boston Braves in the 1930s.
-
B.
Brian Rogers
Brian Rogers is a film producer best known for his work on the 2014 reboot of the Godzilla franchise.
-
C.
Scott McAuliffe
Scott McAuliffe is the son of Christa McAuliffe, the teacher and astronaut who died in the 1986 Space Shuttle Challenger disaster.
-
D.
Todd Gill
Todd Gill is a Canadian former professional ice hockey defenceman who played over 1,000 NHL games, primarily with the Toronto Maple Leafs, and later became a coach.
-
E.
Craig Berenson
Craig Berenson is a film producer best known for his work on the action-thriller movie "Snakes on a Plane."
- 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_69d8e51c7c188190b926f3a2a7b5f881 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e656cf7e488190b4be28b5e7b363bf |
completed | April 20, 2026, 4:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07ea3386a48190a0c3ef68d88e9e40 |
completed | May 16, 2026, 3:53 a.m. |
| NEDg | Description generation | batch_6a07efd91ee081909ea3f16de5aa3cab |
completed | May 16, 2026, 4:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07f04b54a0819087048650f5d180d8 |
completed | May 16, 2026, 4:19 a.m. |
Created at: April 10, 2026, 1:50 p.m.