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.