Triple

T2060811
Position Surface form Disambiguated ID Type / Status
Subject Next to Normal E45783 entity
Predicate featuresCharacter P626 FINISHED
Object Dr. Madden
Dr. Madden is the psychiatrist in the rock musical "Next to Normal," who treats Diana Goodman and represents the medical approach to her mental illness.
E228457 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. Madden | Statement: [Next to Normal, featuresCharacter, Dr. Madden]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dr. Madden
Context triple: [Next to Normal, featuresCharacter, Dr. Madden]
  • A. Dorys Madden
    Dorys Madden is best known as the wife of Basketball Hall of Famer Julius "Dr. J" Erving.
  • B. Meredith Black
    Meredith Black is the troubled protagonist of the film "The Beaver," whose severe depression leads her husband to communicate through a beaver hand puppet as an unconventional coping mechanism.
  • C. Robin Driscoll
    Robin Driscoll is a British comedy writer and actor best known for co-writing and shaping the character and television series of Mr. Bean.
  • D. Eve Baird
    Eve Baird is a tough, tactical former NATO counter-terrorism agent who becomes the guardian and leader of a group of magical scholars in the fantasy-adventure TV series "The Librarians."
  • E. Marn Davies
    Marn Davies is a British screenwriter best known for co-writing Guy Ritchie films such as "The Gentlemen."
  • 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. Madden
Triple: [Next to Normal, featuresCharacter, Dr. Madden]
Generated description
Dr. Madden is the psychiatrist in the rock musical "Next to Normal," who treats Diana Goodman and represents the medical approach to her mental illness.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dr. Madden
Target entity description: Dr. Madden is the psychiatrist in the rock musical "Next to Normal," who treats Diana Goodman and represents the medical approach to her mental illness.
  • A. Dorys Madden
    Dorys Madden is best known as the wife of Basketball Hall of Famer Julius "Dr. J" Erving.
  • B. Meredith Black
    Meredith Black is the troubled protagonist of the film "The Beaver," whose severe depression leads her husband to communicate through a beaver hand puppet as an unconventional coping mechanism.
  • C. Robin Driscoll
    Robin Driscoll is a British comedy writer and actor best known for co-writing and shaping the character and television series of Mr. Bean.
  • D. Eve Baird
    Eve Baird is a tough, tactical former NATO counter-terrorism agent who becomes the guardian and leader of a group of magical scholars in the fantasy-adventure TV series "The Librarians."
  • E. Marn Davies
    Marn Davies is a British screenwriter best known for co-writing Guy Ritchie films such as "The Gentlemen."
  • 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_69a8891a19508190a12ef1e192308dcb completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb9d0ecf08190aec20338a6ba9911 completed March 7, 2026, 5:38 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae2017998c8190976c2111f140b90a completed March 9, 2026, 1:19 a.m.
NEDg Description generation batch_69ae20b77cf081908ac4d94283202d51 completed March 9, 2026, 1:21 a.m.
NED2 Entity disambiguation (via description) batch_69ae213410708190af9715f488c5b8f5 completed March 9, 2026, 1:24 a.m.
Created at: March 4, 2026, 7:40 p.m.