Triple

T13803869
Position Surface form Disambiguated ID Type / Status
Subject Marvin Krislov E331710 entity
Predicate spouse P13 FINISHED
Object Amy Sheon
Amy Sheon is a public health and health equity expert known for her work in digital inclusion and improving access to healthcare and health information.
 E1225218 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: Amy Sheon | Statement: [Marvin Krislov, spouse, Amy Sheon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Amy Sheon
Context triple: [Marvin Krislov, spouse, Amy Sheon]
  • A. Ashley Totten
    Ashley Totten was a pioneering African American labor organizer and civil rights activist best known for helping to establish the first major Black labor union in the United States.
  • B. Amanda Lohrey
    Amanda Lohrey is an acclaimed Australian novelist and essayist known for her psychologically rich fiction and contributions to contemporary Australian literature.
  • C. Jessica Szohr
    Jessica Szohr is an American actress best known for her role as Vanessa Abrams on the television series "Gossip Girl" and later as a main cast member on the sci-fi comedy-drama "The Orville."
  • D. Rebecca Heineman
    Rebecca Heineman is an American video game programmer and designer recognized as one of the industry’s earliest champions and a co-founder of several influential game companies.
  • E. Lauren Weedman
    Lauren Weedman is an American actress, comedian, and writer known for her sharp, character-driven comedy and appearances in film, television, and solo stage shows.
  • 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: Amy Sheon
Triple: [Marvin Krislov, spouse, Amy Sheon]
Generated description
Amy Sheon is a public health and health equity expert known for her work in digital inclusion and improving access to healthcare and health information.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Amy Sheon
Target entity description: Amy Sheon is a public health and health equity expert known for her work in digital inclusion and improving access to healthcare and health information.
  • A. Ashley Totten
    Ashley Totten was a pioneering African American labor organizer and civil rights activist best known for helping to establish the first major Black labor union in the United States.
  • B. Amanda Lohrey
    Amanda Lohrey is an acclaimed Australian novelist and essayist known for her psychologically rich fiction and contributions to contemporary Australian literature.
  • C. Jessica Szohr
    Jessica Szohr is an American actress best known for her role as Vanessa Abrams on the television series "Gossip Girl" and later as a main cast member on the sci-fi comedy-drama "The Orville."
  • D. Rebecca Heineman
    Rebecca Heineman is an American video game programmer and designer recognized as one of the industry’s earliest champions and a co-founder of several influential game companies.
  • E. Lauren Weedman
    Lauren Weedman is an American actress, comedian, and writer known for her sharp, character-driven comedy and appearances in film, television, and solo stage shows.
  • 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_69d81c59f8808190a851bc56afdc55e9 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de026c36108190a7436034a730a261 completed April 14, 2026, 9:01 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0084a4c2cc81908c8acd3a1123208a completed May 10, 2026, 1:14 p.m.
NEDg Description generation batch_6a008568d2e88190a3757c7d48fa464b completed May 10, 2026, 1:17 p.m.
NED2 Entity disambiguation (via description) batch_6a0085d27d188190a13ba94c6a642dde completed May 10, 2026, 1:19 p.m.
Created at: April 9, 2026, 10:12 p.m.