Triple
T16097927
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hot Bench |
E390533
|
entity |
| Predicate | productionCompany |
P490
|
FINISHED |
| Object |
Queen Bee Productions
Queen Bee Productions is a television production company best known for producing the courtroom reality series "Hot Bench."
|
E1194550
|
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: Queen Bee Productions | Statement: [Hot Bench, productionCompany, Queen Bee Productions]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Queen Bee Productions Context triple: [Hot Bench, productionCompany, Queen Bee Productions]
-
A.
Queen Bee Entertainment
Queen Bee Entertainment is the independent record label and entertainment company founded by rapper Lil' Kim to release her music and manage related ventures.
-
B.
Sunflower Productions
Sunflower Productions is a film production company known for producing the historical drama "The New World."
-
C.
Albert Productions
Albert Productions is an Australian independent record label and production company best known for discovering and nurturing rock bands such as AC/DC.
-
D.
Daystar Productions
Daystar Productions was the independent television production company best known for creating and producing the original 1963 science fiction anthology series "The Outer Limits."
-
E.
Magnolia Hill Productions
Magnolia Hill Productions is a television and film production company known for creating projects associated with country music icon Dolly Parton, including biographical and family-oriented TV movies.
- 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: Queen Bee Productions Triple: [Hot Bench, productionCompany, Queen Bee Productions]
Generated description
Queen Bee Productions is a television production company best known for producing the courtroom reality series "Hot Bench."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Queen Bee Productions Target entity description: Queen Bee Productions is a television production company best known for producing the courtroom reality series "Hot Bench."
-
A.
Queen Bee Entertainment
Queen Bee Entertainment is the independent record label and entertainment company founded by rapper Lil' Kim to release her music and manage related ventures.
-
B.
Sunflower Productions
Sunflower Productions is a film production company known for producing the historical drama "The New World."
-
C.
Albert Productions
Albert Productions is an Australian independent record label and production company best known for discovering and nurturing rock bands such as AC/DC.
-
D.
Daystar Productions
Daystar Productions was the independent television production company best known for creating and producing the original 1963 science fiction anthology series "The Outer Limits."
-
E.
Magnolia Hill Productions
Magnolia Hill Productions is a television and film production company known for creating projects associated with country music icon Dolly Parton, including biographical and family-oriented TV movies.
- 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_69d87f198bc48190a8b7e53ca15b7ead |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e1ff6551a48190afb7e0c61e22b541 |
completed | April 17, 2026, 9:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffeb9b3e708190be822f7ed588c9da |
completed | May 10, 2026, 2:21 a.m. |
| NEDg | Description generation | batch_69ffec7d0b188190805a471ed3a97eb5 |
completed | May 10, 2026, 2:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffed254d8c81909e0d86621c7792cb |
completed | May 10, 2026, 2:27 a.m. |
Created at: April 10, 2026, 4:59 a.m.