Triple

T11472708
Position Surface form Disambiguated ID Type / Status
Subject My 600-lb Life E271947 entity
Predicate features P997 FINISHED
Object Dr. Younan Nowzaradan
Dr. Younan Nowzaradan is an Iranian-American bariatric surgeon and reality TV personality known for helping severely obese patients lose weight through surgery and strict diet plans on the show "My 600-lb Life."
E927391 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: Dr. Younan Nowzaradan | Statement: [My 600-lb Life, features, Dr. Younan Nowzaradan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dr. Younan Nowzaradan
Context triple: [My 600-lb Life, features, Dr. Younan Nowzaradan]
  • A. Dariush Forouhar
    Dariush Forouhar was an Iranian nationalist politician and opposition leader known for his advocacy of democracy and his prominent role in Iran’s pro-democracy movement, particularly through his involvement with the National Front and later the Iran Nation Party.
  • B. Abdol-Aziz Farmanfarmaian
    Abdol-Aziz Farmanfarmaian was a prominent Iranian architect known for designing major modern landmarks in Iran, including Tehran’s Azadi Stadium.
  • C. 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.
  • D. Sohrab Noshirvani
    Sohrab Noshirvani is a screenwriter known for co-writing major Hollywood projects, including the DC superhero film "Black Adam."
  • E. Amir H. Hoveyda
    Amir H. Hoveyda is an American organic chemist renowned for his contributions to asymmetric catalysis and the development of chiral catalysts for stereoselective synthesis.
  • 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: Dr. Younan Nowzaradan
Triple: [My 600-lb Life, features, Dr. Younan Nowzaradan]
Generated description
Dr. Younan Nowzaradan is an Iranian-American bariatric surgeon and reality TV personality known for helping severely obese patients lose weight through surgery and strict diet plans on the show "My 600-lb Life."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dr. Younan Nowzaradan
Target entity description: Dr. Younan Nowzaradan is an Iranian-American bariatric surgeon and reality TV personality known for helping severely obese patients lose weight through surgery and strict diet plans on the show "My 600-lb Life."
  • A. Dariush Forouhar
    Dariush Forouhar was an Iranian nationalist politician and opposition leader known for his advocacy of democracy and his prominent role in Iran’s pro-democracy movement, particularly through his involvement with the National Front and later the Iran Nation Party.
  • B. Abdol-Aziz Farmanfarmaian
    Abdol-Aziz Farmanfarmaian was a prominent Iranian architect known for designing major modern landmarks in Iran, including Tehran’s Azadi Stadium.
  • C. 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.
  • D. Sohrab Noshirvani
    Sohrab Noshirvani is a screenwriter known for co-writing major Hollywood projects, including the DC superhero film "Black Adam."
  • E. Amir H. Hoveyda
    Amir H. Hoveyda is an American organic chemist renowned for his contributions to asymmetric catalysis and the development of chiral catalysts for stereoselective synthesis.
  • 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.