Triple
T19833132
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Happytime Murders |
E476511
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Jeffrey Hayes
Jeffrey Hayes is a film and television producer known for his work on projects such as the adult puppet comedy "The Happytime Murders."
|
E1430555
|
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: Jeffrey Hayes | Statement: [The Happytime Murders, producer, Jeffrey Hayes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jeffrey Hayes Context triple: [The Happytime Murders, producer, Jeffrey Hayes]
-
A.
Jeffrey Hayden
Jeffrey Hayden was an American television and film director known for his extensive work in mid-20th-century TV dramas and variety shows.
-
B.
Jeffrey Heath
Jeffrey Heath is a linguist renowned for his extensive fieldwork and documentation of Dogon and other African languages.
-
C.
Jeffrey DeMunn
Jeffrey DeMunn is an American character actor known for his frequent collaborations with director Frank Darabont in films like The Shawshank Redemption, The Green Mile, and The Mist, as well as for his role as Dale Horvath on the television series The Walking Dead.
-
D.
Jeffrey Himes
Jeffrey Himes is a musician best known for having been a past member of the indie rock band Okkervil River.
-
E.
Jeffrey Phillips
Jeffrey Phillips is known primarily as the son of musician and The Mamas & the Papas member John Phillips.
- 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: Jeffrey Hayes Triple: [The Happytime Murders, producer, Jeffrey Hayes]
Generated description
Jeffrey Hayes is a film and television producer known for his work on projects such as the adult puppet comedy "The Happytime Murders."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jeffrey Hayes Target entity description: Jeffrey Hayes is a film and television producer known for his work on projects such as the adult puppet comedy "The Happytime Murders."
-
A.
Jeffrey Hayden
Jeffrey Hayden was an American television and film director known for his extensive work in mid-20th-century TV dramas and variety shows.
-
B.
Jeffrey Heath
Jeffrey Heath is a linguist renowned for his extensive fieldwork and documentation of Dogon and other African languages.
-
C.
Jeffrey DeMunn
Jeffrey DeMunn is an American character actor known for his frequent collaborations with director Frank Darabont in films like The Shawshank Redemption, The Green Mile, and The Mist, as well as for his role as Dale Horvath on the television series The Walking Dead.
-
D.
Jeffrey Himes
Jeffrey Himes is a musician best known for having been a past member of the indie rock band Okkervil River.
-
E.
Jeffrey Phillips
Jeffrey Phillips is known primarily as the son of musician and The Mamas & the Papas member John Phillips.
- 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_6a0883ddf09c81909415ac9e093a821d |
completed | May 16, 2026, 2:49 p.m. |
| NEDg | Description generation | batch_6a08849e605881909f3744eabf3c45ca |
completed | May 16, 2026, 2:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a088511c07c81908492b7fb54609cbc |
completed | May 16, 2026, 2:54 p.m. |
Created at: April 10, 2026, 1:50 p.m.