Triple

T11885481
Position Surface form Disambiguated ID Type / Status
Subject Vladek Spiegelman E282768 entity
Predicate laterMarried P27121 FINISHED
Object Mala Spiegelman
Mala Spiegelman is Vladek Spiegelman’s second wife, depicted in Art Spiegelman’s graphic memoir "Maus" as his postwar partner in a strained and often contentious marriage.
 E956564 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: Mala Spiegelman | Statement: [Vladek Spiegelman, laterMarried, Mala Spiegelman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mala Spiegelman
Context triple: [Vladek Spiegelman, laterMarried, Mala Spiegelman]
  • A. Margo Roth Spiegelman
    Margo Roth Spiegelman is a mysterious, adventurous teenage girl whose disappearance drives the plot and emotional journey of John Green’s novel "Paper Towns."
  • B. Vladek Spiegelman
    Vladek Spiegelman is the Holocaust-survivor father whose life story is recounted in Art Spiegelman’s graphic memoir Maus.
  • C. Richieu Spiegelman
    Richieu Spiegelman is the deceased first son of Holocaust survivor Vladek Spiegelman, whose brief life and death during World War II profoundly shape the family history depicted in Art Spiegelman’s graphic memoir "Maus."
  • D. Art Spiegelman
    Art Spiegelman is an American cartoonist and editor best known for his Pulitzer Prize–winning graphic novel "Maus," which depicts the Holocaust through anthropomorphic characters.
  • E. Sol Spiegelman
    Sol Spiegelman was an American molecular biologist renowned for his pioneering work on nucleic acid hybridization and the molecular mechanisms of viral replication.
  • 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: Mala Spiegelman
Triple: [Vladek Spiegelman, laterMarried, Mala Spiegelman]
Generated description
Mala Spiegelman is Vladek Spiegelman’s second wife, depicted in Art Spiegelman’s graphic memoir "Maus" as his postwar partner in a strained and often contentious marriage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mala Spiegelman
Target entity description: Mala Spiegelman is Vladek Spiegelman’s second wife, depicted in Art Spiegelman’s graphic memoir "Maus" as his postwar partner in a strained and often contentious marriage.
  • A. Margo Roth Spiegelman
    Margo Roth Spiegelman is a mysterious, adventurous teenage girl whose disappearance drives the plot and emotional journey of John Green’s novel "Paper Towns."
  • B. Vladek Spiegelman
    Vladek Spiegelman is the Holocaust-survivor father whose life story is recounted in Art Spiegelman’s graphic memoir Maus.
  • C. Richieu Spiegelman
    Richieu Spiegelman is the deceased first son of Holocaust survivor Vladek Spiegelman, whose brief life and death during World War II profoundly shape the family history depicted in Art Spiegelman’s graphic memoir "Maus."
  • D. Art Spiegelman
    Art Spiegelman is an American cartoonist and editor best known for his Pulitzer Prize–winning graphic novel "Maus," which depicts the Holocaust through anthropomorphic characters.
  • E. Sol Spiegelman
    Sol Spiegelman was an American molecular biologist renowned for his pioneering work on nucleic acid hybridization and the molecular mechanisms of viral replication.
  • 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_69d6ab2a90b08190a4e818821cc93e6d completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8d3a13370819086386fecb99e4f0b completed April 10, 2026, 10:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69f45854b27c81909304aee5e612f934 completed May 1, 2026, 7:37 a.m.
NEDg Description generation batch_69f45f86349c81909a806fd7be4008e9 completed May 1, 2026, 8:08 a.m.
NED2 Entity disambiguation (via description) batch_69f4647ee1748190975bce3bbf51a3bc completed May 1, 2026, 8:29 a.m.
Created at: April 8, 2026, 9:44 p.m.