Triple

T11472710
Position Surface form Disambiguated ID Type / Status
Subject My 600-lb Life E271947 entity
Predicate characterRole P268 FINISHED
Object Younan Nowzaradan as bariatric surgeon
Younan Nowzaradan is an Iranian-American bariatric surgeon best known for performing weight-loss surgeries on patients featured in the reality TV series "My 600-lb Life."
E927392 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: Younan Nowzaradan as bariatric surgeon | Statement: [My 600-lb Life, characterRole, Younan Nowzaradan as bariatric surgeon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Younan Nowzaradan as bariatric surgeon
Context triple: [My 600-lb Life, characterRole, Younan Nowzaradan as bariatric surgeon]
  • A. Dr. Ramiz
    Dr. Ramiz is a fictional character from Ahmet Hamdi Tanpınar’s novel "The Time Regulation Institute," representing the absurdities of Turkey’s rapid modernization and bureaucratic reform.
  • B. Dr. Christopher Turk
    Dr. Christopher Turk is a charismatic and skilled surgeon on the TV series "Scrubs," known for his close friendship with J.D. and his humorous, energetic personality.
  • C. Dr. Bandari
    Dr. Bandari is a tough, highly respected attending surgeon and mentor figure on the medical drama series "Emily Owens, M.D."
  • D. Fadlo R. Khuri
    Fadlo R. Khuri is a Lebanese-American physician and academic leader who serves as president of the American University of Beirut and is known for his work in oncology and higher education reform.
  • E. Dr. Alex Zorka
    Dr. Alex Zorka is a mad scientist villain from the 1939 Universal movie serial "The Phantom Creeps," known for his deadly inventions and schemes for world domination.
  • 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: Younan Nowzaradan as bariatric surgeon
Triple: [My 600-lb Life, characterRole, Younan Nowzaradan as bariatric surgeon]
Generated description
Younan Nowzaradan is an Iranian-American bariatric surgeon best known for performing weight-loss surgeries on patients featured in the reality TV series "My 600-lb Life."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Younan Nowzaradan as bariatric surgeon
Target entity description: Younan Nowzaradan is an Iranian-American bariatric surgeon best known for performing weight-loss surgeries on patients featured in the reality TV series "My 600-lb Life."
  • A. Dr. Ramiz
    Dr. Ramiz is a fictional character from Ahmet Hamdi Tanpınar’s novel "The Time Regulation Institute," representing the absurdities of Turkey’s rapid modernization and bureaucratic reform.
  • B. Dr. Christopher Turk
    Dr. Christopher Turk is a charismatic and skilled surgeon on the TV series "Scrubs," known for his close friendship with J.D. and his humorous, energetic personality.
  • C. Dr. Bandari
    Dr. Bandari is a tough, highly respected attending surgeon and mentor figure on the medical drama series "Emily Owens, M.D."
  • D. Fadlo R. Khuri
    Fadlo R. Khuri is a Lebanese-American physician and academic leader who serves as president of the American University of Beirut and is known for his work in oncology and higher education reform.
  • E. Dr. Alex Zorka
    Dr. Alex Zorka is a mad scientist villain from the 1939 Universal movie serial "The Phantom Creeps," known for his deadly inventions and schemes for world domination.
  • 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_69d6aae0c8d881908a5a360c0be3242e completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8294b3f388190a587c358313f7260 completed April 9, 2026, 10:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5e95a479c81909a330c9721bd3902 completed April 20, 2026, 8:52 a.m.
NEDg Description generation batch_69e5f15a50b881908d0930021833ae74 completed April 20, 2026, 9:26 a.m.
NED2 Entity disambiguation (via description) batch_69e5f88f16748190826a7fc5d27019d7 completed April 20, 2026, 9:57 a.m.
Created at: April 8, 2026, 9:35 p.m.