Triple
T15315595
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Men Behaving Badly |
E366147
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Martin Dennis
Martin Dennis is a British television director best known for his work on popular sitcoms such as "Men Behaving Badly."
|
E1172886
|
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: Martin Dennis | Statement: [Men Behaving Badly, producer, Martin Dennis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Martin Dennis Context triple: [Men Behaving Badly, producer, Martin Dennis]
-
A.
Denis Barnett
Denis Barnett was a senior Royal Air Force officer who rose to high command during and after the Second World War.
-
B.
Dennis Elliott
Dennis Elliott is a British musician best known as the original drummer for the rock band Foreigner.
-
C.
Dennis Finch
Dennis Finch is the sarcastic, scheming office assistant character from the sitcom "Just Shoot Me!", best known as portrayed by comedian David Spade.
-
D.
Phil Dowson
Phil Dowson is a former English rugby union player and current coach, best known for his long Premiership career with clubs like Newcastle Falcons and Northampton Saints and for representing England at international level.
-
E.
David Denny
David Denny was a 19th-century American pioneer and early settler of Seattle, Washington, who played a key role in the city's founding and 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: Martin Dennis Triple: [Men Behaving Badly, producer, Martin Dennis]
Generated description
Martin Dennis is a British television director best known for his work on popular sitcoms such as "Men Behaving Badly."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Martin Dennis Target entity description: Martin Dennis is a British television director best known for his work on popular sitcoms such as "Men Behaving Badly."
-
A.
Denis Barnett
Denis Barnett was a senior Royal Air Force officer who rose to high command during and after the Second World War.
-
B.
Dennis Elliott
Dennis Elliott is a British musician best known as the original drummer for the rock band Foreigner.
-
C.
Dennis Finch
Dennis Finch is the sarcastic, scheming office assistant character from the sitcom "Just Shoot Me!", best known as portrayed by comedian David Spade.
-
D.
Phil Dowson
Phil Dowson is a former English rugby union player and current coach, best known for his long Premiership career with clubs like Newcastle Falcons and Northampton Saints and for representing England at international level.
-
E.
David Denny
David Denny was a 19th-century American pioneer and early settler of Seattle, Washington, who played a key role in the city's founding and 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_69d85a113ee881908e297a1d38dd79fa |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e03dd1d384819098f38402a8740d91 |
completed | April 16, 2026, 1:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff755e0f2c819088293d8a55d7883a |
completed | May 9, 2026, 5:56 p.m. |
| NEDg | Description generation | batch_69ff762c0c548190a80392e1e83f68cc |
completed | May 9, 2026, 6 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff76fbcd188190b431bf277304aeea |
completed | May 9, 2026, 6:03 p.m. |
Created at: April 10, 2026, 3:16 a.m.