Triple

T14239905
Position Surface form Disambiguated ID Type / Status
Subject Outsourced E352977 entity
Predicate productionCompany P490 FINISHED
Object Open 4 Business Productions
Open 4 Business Productions is a media production company known for providing outsourced production services for film, television, or digital content projects.
E1087560 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: Open 4 Business Productions | Statement: [Outsourced, productionCompany, Open 4 Business Productions]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Open 4 Business Productions
Context triple: [Outsourced, productionCompany, Open 4 Business Productions]
  • A. Open for Business
    Open for Business is a business-focused program that provides news, analysis, and insights on commerce and the economy.
  • B. BKC Productions
    BKC Productions is a television production company best known for being the team behind the hit sitcom "Friends," led by creators Marta Kauffman, David Crane, and Kevin Bright.
  • C. Bona Fide Productions
    Bona Fide Productions is an American film and television production company known for producing acclaimed independent and studio features.
  • D. Film4 Productions
    Film4 Productions is a British film production company known for backing acclaimed independent and award-winning films, including "Slumdog Millionaire."
  • E. Bankable Productions
    Bankable Productions is a television production company founded by Tyra Banks, best known for creating and producing the reality competition series "America's Next Top Model."
  • 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: Open 4 Business Productions
Triple: [Outsourced, productionCompany, Open 4 Business Productions]
Generated description
Open 4 Business Productions is a media production company known for providing outsourced production services for film, television, or digital content projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Open 4 Business Productions
Target entity description: Open 4 Business Productions is a media production company known for providing outsourced production services for film, television, or digital content projects.
  • A. Open for Business
    Open for Business is a business-focused program that provides news, analysis, and insights on commerce and the economy.
  • B. BKC Productions
    BKC Productions is a television production company best known for being the team behind the hit sitcom "Friends," led by creators Marta Kauffman, David Crane, and Kevin Bright.
  • C. Bona Fide Productions
    Bona Fide Productions is an American film and television production company known for producing acclaimed independent and studio features.
  • D. Film4 Productions
    Film4 Productions is a British film production company known for backing acclaimed independent and award-winning films, including "Slumdog Millionaire."
  • E. Bankable Productions
    Bankable Productions is a television production company founded by Tyra Banks, best known for creating and producing the reality competition series "America's Next Top Model."
  • 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_69d8278adc7c8190a9218d69bce3c4e6 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de62432fb48190b153805b85c4f2d2 completed April 14, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd282183308190b63172972773b3c2 completed May 8, 2026, 12:02 a.m.
NEDg Description generation batch_69fd29fd7cdc8190bd210f3b27f935c0 completed May 8, 2026, 12:10 a.m.
NED2 Entity disambiguation (via description) batch_69fd2bc719ac8190b2b8726c70d811dd completed May 8, 2026, 12:18 a.m.
Created at: April 10, 2026, 1:08 a.m.