Triple

T16569183
Position Surface form Disambiguated ID Type / Status
Subject Code Black E402538 entity
Predicate mainCharacter P1183 FINISHED
Object Dr. Ethan Willis
Dr. Ethan Willis is a brash, rule-bending emergency physician and former Army combat doctor who brings battlefield medicine tactics to a chaotic Los Angeles hospital in the TV series "Code Black."
E1220760 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. Ethan Willis | Statement: [Code Black, mainCharacter, Dr. Ethan Willis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dr. Ethan Willis
Context triple: [Code Black, mainCharacter, Dr. Ethan Willis]
  • A. Dr. Ethan Powell
    Dr. Ethan Powell is a brilliant but mentally unstable primatologist whose deep connection with gorillas leads him to reject human society and become central to the psychological drama of the film "Instinct."
  • B. Dr. Garret Macy
    Dr. Garret Macy is a senior medical examiner and mentor figure from the television series "Crossing Jordan," known for his professionalism and complex personal relationships with his colleagues.
  • C. Dr. Benjamin Stone
    Dr. Benjamin Stone is the young, big-city doctor who becomes stranded in a small rural town and reevaluates his life and career in the romantic comedy film "Doc Hollywood."
  • D. Dr. Alex Murry
    Dr. Alex Murry is a brilliant but absent-minded physicist and the father of Meg and Charles Wallace in Madeleine L’Engle’s novel "A Wrinkle in Time."
  • E. Dr. Zachary Smith
    Dr. Zachary Smith is a scheming, self-serving antagonist whose sabotage of the Jupiter 2 mission drives much of the conflict in the 1998 science fiction film "Lost in Space."
  • 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. Ethan Willis
Triple: [Code Black, mainCharacter, Dr. Ethan Willis]
Generated description
Dr. Ethan Willis is a brash, rule-bending emergency physician and former Army combat doctor who brings battlefield medicine tactics to a chaotic Los Angeles hospital in the TV series "Code Black."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dr. Ethan Willis
Target entity description: Dr. Ethan Willis is a brash, rule-bending emergency physician and former Army combat doctor who brings battlefield medicine tactics to a chaotic Los Angeles hospital in the TV series "Code Black."
  • A. Dr. Ethan Powell
    Dr. Ethan Powell is a brilliant but mentally unstable primatologist whose deep connection with gorillas leads him to reject human society and become central to the psychological drama of the film "Instinct."
  • B. Dr. Garret Macy
    Dr. Garret Macy is a senior medical examiner and mentor figure from the television series "Crossing Jordan," known for his professionalism and complex personal relationships with his colleagues.
  • C. Dr. Benjamin Stone
    Dr. Benjamin Stone is the young, big-city doctor who becomes stranded in a small rural town and reevaluates his life and career in the romantic comedy film "Doc Hollywood."
  • D. Dr. Alex Murry
    Dr. Alex Murry is a brilliant but absent-minded physicist and the father of Meg and Charles Wallace in Madeleine L’Engle’s novel "A Wrinkle in Time."
  • E. Dr. Zachary Smith
    Dr. Zachary Smith is a scheming, self-serving antagonist whose sabotage of the Jupiter 2 mission drives much of the conflict in the 1998 science fiction film "Lost in Space."
  • 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_69d8838648088190acf97ef11fc3f61b completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e35773c00c819091731bebc02a69bb completed April 18, 2026, 10:05 a.m.
NED1 Entity disambiguation (via context triple) batch_6a006ee616a0819089b3cdc1da951735 completed May 10, 2026, 11:41 a.m.
NEDg Description generation batch_6a006f9043b8819086143b2ec0cf1657 completed May 10, 2026, 11:44 a.m.
NED2 Entity disambiguation (via description) batch_6a00701fc1848190b3248a70b462eab1 completed May 10, 2026, 11:46 a.m.
Created at: April 10, 2026, 5:16 a.m.