Triple

T20453622
Position Surface form Disambiguated ID Type / Status
Subject Boiling Point E501717 entity
Predicate starring P1507 FINISHED
Object Ray Panthaki
Ray Panthaki is a British actor, producer, and director known for his work in film and television, including prominent roles in projects like the intense kitchen drama "Boiling Point."
 E1431271 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: Ray Panthaki | Statement: [Boiling Point, starring, Ray Panthaki]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ray Panthaki
Context triple: [Boiling Point, starring, Ray Panthaki]
  • A. Alex Bhore
    Alex Bhore is a musician best known as a former drummer of the American post-rock band This Will Destroy You.
  • B. Ray Butani
    Ray Butani is a quirky, ever-optimistic real estate agent and small-business owner in the Canadian sitcom "Schitt's Creek."
  • C. Sam Joshi
    Sam Joshi is an American politician who serves as the mayor of Edison Township, New Jersey.
  • D. Keith Shankar
    Keith Shankar is a central character in the dark comedy TV series "Black Monday," which satirically explores the events surrounding the 1987 stock market crash.
  • E. Michael Bhaskar
    Michael Bhaskar is a British writer, publisher, and technology theorist known for his work on the impact of digital innovation and artificial intelligence on society and the future.
  • 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: Ray Panthaki
Triple: [Boiling Point, starring, Ray Panthaki]
Generated description
Ray Panthaki is a British actor, producer, and director known for his work in film and television, including prominent roles in projects like the intense kitchen drama "Boiling Point."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ray Panthaki
Target entity description: Ray Panthaki is a British actor, producer, and director known for his work in film and television, including prominent roles in projects like the intense kitchen drama "Boiling Point."
  • A. Alex Bhore
    Alex Bhore is a musician best known as a former drummer of the American post-rock band This Will Destroy You.
  • B. Ray Butani
    Ray Butani is a quirky, ever-optimistic real estate agent and small-business owner in the Canadian sitcom "Schitt's Creek."
  • C. Sam Joshi
    Sam Joshi is an American politician who serves as the mayor of Edison Township, New Jersey.
  • D. Keith Shankar
    Keith Shankar is a central character in the dark comedy TV series "Black Monday," which satirically explores the events surrounding the 1987 stock market crash.
  • E. Michael Bhaskar
    Michael Bhaskar is a British writer, publisher, and technology theorist known for his work on the impact of digital innovation and artificial intelligence on society and the future.
  • 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_69e0b4ac0a1c81908845d0f8a56abce8 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e68d04ca4081909b428c31d16fca10 completed April 20, 2026, 8:31 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08840caccc819082423d0dae166082 completed May 16, 2026, 2:49 p.m.
NEDg Description generation batch_6a08854ba1bc8190854e106993681272 completed May 16, 2026, 2:55 p.m.
NED2 Entity disambiguation (via description) batch_6a0886140858819088f0b09a9903dada completed May 16, 2026, 2:58 p.m.
Created at: April 16, 2026, 11:32 a.m.