Triple

T2458777
Position Surface form Disambiguated ID Type / Status
Subject The Sopranos E54482 entity
Predicate character P662 FINISHED
Object Dr. Jennifer Melfi
Dr. Jennifer Melfi is a fictional psychiatrist in the television series "The Sopranos" who treats mob boss Tony Soprano and serves as a key moral and psychological counterpoint to his criminal life.
E268691 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. Jennifer Melfi | Statement: [The Sopranos, character, Dr. Jennifer Melfi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dr. Jennifer Melfi
Context triple: [The Sopranos, character, Dr. Jennifer Melfi]
  • A. Elizabeth Watson
    Elizabeth Watson is known as the wife of molecular biologist and DNA double-helix co-discoverer James Watson.
  • B. Meredith Vickers
    Meredith Vickers is a cold, authoritative Weyland Corporation executive who oversees the Prometheus mission in the 2012 science fiction film "Prometheus."
  • C. Maura Isles
    Maura Isles is a brilliant, fashion-conscious medical examiner and one of the two central protagonists in the crime drama series "Rizzoli & Isles."
  • D. Marla Gibbs
    Marla Gibbs is an American actress and comedian best known for her Emmy-nominated role as the sharp-tongued maid Florence Johnston on the classic sitcom "The Jeffersons."
  • E. Meredith Palmer
    Meredith Palmer is a socially inappropriate, hard-drinking supplier relations representative at Dunder Mifflin in the U.S. version of The Office.
  • 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. Jennifer Melfi
Triple: [The Sopranos, character, Dr. Jennifer Melfi]
Generated description
Dr. Jennifer Melfi is a fictional psychiatrist in the television series "The Sopranos" who treats mob boss Tony Soprano and serves as a key moral and psychological counterpoint to his criminal life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dr. Jennifer Melfi
Target entity description: Dr. Jennifer Melfi is a fictional psychiatrist in the television series "The Sopranos" who treats mob boss Tony Soprano and serves as a key moral and psychological counterpoint to his criminal life.
  • A. Elizabeth Watson
    Elizabeth Watson is known as the wife of molecular biologist and DNA double-helix co-discoverer James Watson.
  • B. Meredith Vickers
    Meredith Vickers is a cold, authoritative Weyland Corporation executive who oversees the Prometheus mission in the 2012 science fiction film "Prometheus."
  • C. Maura Isles
    Maura Isles is a brilliant, fashion-conscious medical examiner and one of the two central protagonists in the crime drama series "Rizzoli & Isles."
  • D. Marla Gibbs
    Marla Gibbs is an American actress and comedian best known for her Emmy-nominated role as the sharp-tongued maid Florence Johnston on the classic sitcom "The Jeffersons."
  • E. Meredith Palmer
    Meredith Palmer is a socially inappropriate, hard-drinking supplier relations representative at Dunder Mifflin in the U.S. version of The Office.
  • 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_69ab49dee84c819096b50a0049c347ac completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd10a35f88190b102a2cb5c88146e completed March 7, 2026, 7:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69aef0cd7adc8190b855eb28285fefc5 completed March 9, 2026, 4:09 p.m.
NEDg Description generation batch_69aef537e0588190b6838ef34d1031ab completed March 9, 2026, 4:28 p.m.
NED2 Entity disambiguation (via description) batch_69aef98dcbd08190a371019f616ad820 completed March 9, 2026, 4:47 p.m.
Created at: March 6, 2026, 9:44 p.m.