Triple

T2143024
Position Surface form Disambiguated ID Type / Status
Subject J.K. Simmons E47001 entity
Predicate spouse P13 FINISHED
Object Michelle Schumacher
Michelle Schumacher is an American actress, producer, and director known for her work in film and television and for being married to actor J.K. Simmons.
E236717 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: Michelle Schumacher | Statement: [J.K. Simmons, spouse, Michelle Schumacher]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michelle Schumacher
Context triple: [J.K. Simmons, spouse, Michelle Schumacher]
  • A. Maximilian de Angelis
    Maximilian de Angelis was an Austrian-born general who served in the German Wehrmacht during World War II, holding several high-level field commands on the Eastern Front.
  • B. Martina Martini
    Martina Martini is an individual notable for sharing the surname associated with the famous Martini brand or family name.
  • C. Chrystal Macmillan
    Chrystal Macmillan was a pioneering Scottish feminist, suffragist, and pacifist who became one of the first female law graduates from the University of Edinburgh and a leading advocate for women's rights and international peace.
  • D. Mercedes Barcha
    Mercedes Barcha was the longtime wife and muse of Nobel Prize–winning author Gabriel García Márquez, known for her steadfast support throughout his literary career.
  • E. Nico Habermann
    Nico Habermann was a German-American computer scientist known for his contributions to programming languages, operating systems, and software engineering, and for his influential academic leadership at Carnegie Mellon University.
  • 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: Michelle Schumacher
Triple: [J.K. Simmons, spouse, Michelle Schumacher]
Generated description
Michelle Schumacher is an American actress, producer, and director known for her work in film and television and for being married to actor J.K. Simmons.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michelle Schumacher
Target entity description: Michelle Schumacher is an American actress, producer, and director known for her work in film and television and for being married to actor J.K. Simmons.
  • A. Maximilian de Angelis
    Maximilian de Angelis was an Austrian-born general who served in the German Wehrmacht during World War II, holding several high-level field commands on the Eastern Front.
  • B. Martina Martini
    Martina Martini is an individual notable for sharing the surname associated with the famous Martini brand or family name.
  • C. Chrystal Macmillan
    Chrystal Macmillan was a pioneering Scottish feminist, suffragist, and pacifist who became one of the first female law graduates from the University of Edinburgh and a leading advocate for women's rights and international peace.
  • D. Mercedes Barcha
    Mercedes Barcha was the longtime wife and muse of Nobel Prize–winning author Gabriel García Márquez, known for her steadfast support throughout his literary career.
  • E. Nico Habermann
    Nico Habermann was a German-American computer scientist known for his contributions to programming languages, operating systems, and software engineering, and for his influential academic leadership at Carnegie Mellon University.
  • 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_69a88a1933e0819094f18426ed74180f completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abbe206db0819095772af5358dca55 completed March 7, 2026, 5:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae51b63e4081908a5d87af5d17d3c4 completed March 9, 2026, 4:51 a.m.
NEDg Description generation batch_69ae52d29d708190809ee4d5047b2755 completed March 9, 2026, 4:55 a.m.
NED2 Entity disambiguation (via description) batch_69ae532ec8808190b1ecd8c4f66df30d completed March 9, 2026, 4:57 a.m.
Created at: March 4, 2026, 7:44 p.m.