Triple

T20221474
Position Surface form Disambiguated ID Type / Status
Subject Wrenn Schmidt E495263 entity
Predicate portrayed P1668 FINISHED
Object Julia Sagorsky in Boardwalk Empire
Julia Sagorsky is a recurring character on the television series Boardwalk Empire, known as a compassionate young woman who becomes a significant romantic interest for Richard Harrow amid the turmoil of Prohibition-era Atlantic City.
E1417390 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: Julia Sagorsky in Boardwalk Empire | Statement: [Wrenn Schmidt, portrayed, Julia Sagorsky in Boardwalk Empire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Julia Sagorsky in Boardwalk Empire
Context triple: [Wrenn Schmidt, portrayed, Julia Sagorsky in Boardwalk Empire]
  • A. Joanne Moltisanti in The Sopranos
    Joanne Moltisanti is a recurring character on *The Sopranos*, known as the devoutly Catholic and often overbearing mother of Christopher Moltisanti.
  • B. Michael in Boardwalk Empire
    Michael in *Boardwalk Empire* is a minor supporting character portrayed by Charlie Plummer in the Prohibition-era crime drama series.
  • C. Julia (TV series)
    Julia is an American television drama series inspired by the life and career of pioneering TV chef Julia Child, exploring her impact on cooking, media, and culture in the 1960s.
  • D. Sydney Prosser in American Hustle
    Sydney Prosser is a cunning and ambitious con artist who partners with Irving Rosenfeld in the crime drama film "American Hustle."
  • E. Vin Makazian in The Sopranos
    Vin Makazian in *The Sopranos* is a troubled, corrupt police officer who serves as one of Tony Soprano’s informants and exemplifies the show’s themes of moral compromise and personal downfall.
  • 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: Julia Sagorsky in Boardwalk Empire
Triple: [Wrenn Schmidt, portrayed, Julia Sagorsky in Boardwalk Empire]
Generated description
Julia Sagorsky is a recurring character on the television series Boardwalk Empire, known as a compassionate young woman who becomes a significant romantic interest for Richard Harrow amid the turmoil of Prohibition-era Atlantic City.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Julia Sagorsky in Boardwalk Empire
Target entity description: Julia Sagorsky is a recurring character on the television series Boardwalk Empire, known as a compassionate young woman who becomes a significant romantic interest for Richard Harrow amid the turmoil of Prohibition-era Atlantic City.
  • A. Joanne Moltisanti in The Sopranos
    Joanne Moltisanti is a recurring character on *The Sopranos*, known as the devoutly Catholic and often overbearing mother of Christopher Moltisanti.
  • B. Michael in Boardwalk Empire
    Michael in *Boardwalk Empire* is a minor supporting character portrayed by Charlie Plummer in the Prohibition-era crime drama series.
  • C. Julia (TV series)
    Julia is an American television drama series inspired by the life and career of pioneering TV chef Julia Child, exploring her impact on cooking, media, and culture in the 1960s.
  • D. Sydney Prosser in American Hustle
    Sydney Prosser is a cunning and ambitious con artist who partners with Irving Rosenfeld in the crime drama film "American Hustle."
  • E. Vin Makazian in The Sopranos
    Vin Makazian in *The Sopranos* is a troubled, corrupt police officer who serves as one of Tony Soprano’s informants and exemplifies the show’s themes of moral compromise and personal downfall.
  • 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_69da626cff80819097b530718a7c98b6 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e66fd610f881908fdd22b1f8bd2efc completed April 20, 2026, 6:26 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0843f9c2dc8190836f1a5fe2b97b80 completed May 16, 2026, 10:16 a.m.
NEDg Description generation batch_6a0844a1f6988190bbab91201b2a0d7e completed May 16, 2026, 10:19 a.m.
NED2 Entity disambiguation (via description) batch_6a0845700ec48190bb59acff92e4e616 completed May 16, 2026, 10:22 a.m.
Created at: April 11, 2026, 11:39 p.m.