Triple

T16636530
Position Surface form Disambiguated ID Type / Status
Subject Bob Ross E404218 entity
Predicate founded P104 FINISHED
Object Bob Ross Inc.
Bob Ross Inc. is the company that manages the legacy, intellectual property, and merchandising of the late painter and television host Bob Ross.
 E1224445 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: Bob Ross Inc. | Statement: [Bob Ross, founded, Bob Ross Inc.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bob Ross Inc.
Context triple: [Bob Ross, founded, Bob Ross Inc.]
  • A. Bob & Alice Productions
    Bob & Alice Productions is a television production company best known for producing the daytime talk show "The Bonnie Hunt Show."
  • B. Robin Moorhouse and Associates
    Robin Moorhouse and Associates is an Australian architectural and design firm known for creating commemorative and memorial structures, including the Australian Service Nurses National Memorial in Canberra.
  • C. Carsey-Werner Company
    Carsey-Werner Company is an American television production company best known for creating and producing hit sitcoms such as The Cosby Show, Roseanne, and 3rd Rock from the Sun.
  • D. RR McReynolds Company LLC
    RR McReynolds Company LLC is the ownership group formed by actors Ryan Reynolds and Rob McElhenney, best known for owning and revitalizing Welsh football club Wrexham A.F.C.
  • E. Robert J. LaFortune Studio
    Robert J. LaFortune Studio is an intimate performance and rehearsal space within the Tulsa Performing Arts Center used for smaller-scale theatrical and artistic productions.
  • 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: Bob Ross Inc.
Triple: [Bob Ross, founded, Bob Ross Inc.]
Generated description
Bob Ross Inc. is the company that manages the legacy, intellectual property, and merchandising of the late painter and television host Bob Ross.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bob Ross Inc.
Target entity description: Bob Ross Inc. is the company that manages the legacy, intellectual property, and merchandising of the late painter and television host Bob Ross.
  • A. Bob & Alice Productions
    Bob & Alice Productions is a television production company best known for producing the daytime talk show "The Bonnie Hunt Show."
  • B. Robin Moorhouse and Associates
    Robin Moorhouse and Associates is an Australian architectural and design firm known for creating commemorative and memorial structures, including the Australian Service Nurses National Memorial in Canberra.
  • C. Carsey-Werner Company
    Carsey-Werner Company is an American television production company best known for creating and producing hit sitcoms such as The Cosby Show, Roseanne, and 3rd Rock from the Sun.
  • D. RR McReynolds Company LLC
    RR McReynolds Company LLC is the ownership group formed by actors Ryan Reynolds and Rob McElhenney, best known for owning and revitalizing Welsh football club Wrexham A.F.C.
  • E. Robert J. LaFortune Studio
    Robert J. LaFortune Studio is an intimate performance and rehearsal space within the Tulsa Performing Arts Center used for smaller-scale theatrical and artistic productions.
  • 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_69d8838a41f08190b0c3f79c47df5078 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e378ea4b848190bf7c95dad8a855f0 completed April 18, 2026, 12:28 p.m.
NED1 Entity disambiguation (via context triple) batch_6a007dc28df48190b01c1328df24df60 completed May 10, 2026, 12:44 p.m.
NEDg Description generation batch_6a007e8cff9881908c6b86da38fc2f08 completed May 10, 2026, 12:48 p.m.
NED2 Entity disambiguation (via description) batch_6a007f53918481908d84ecf50a562266 completed May 10, 2026, 12:51 p.m.
Created at: April 10, 2026, 5:17 a.m.