Triple

T9489430
Position Surface form Disambiguated ID Type / Status
Subject Demián Bichir E228846 entity
Predicate spouse P13 FINISHED
Object Stefanie Sherk
Stefanie Sherk was a Canadian model, actress, and writer known for her work in film and television and her marriage to Mexican actor Demián Bichir.
 E801802 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: Stefanie Sherk | Statement: [Demián Bichir, spouse, Stefanie Sherk]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stefanie Sherk
Context triple: [Demián Bichir, spouse, Stefanie Sherk]
  • A. Christina Aguilera
    Christina Aguilera is an American pop and R&B singer known for her powerful vocal range, soulful performances, and hits like "Genie in a Bottle" and "Beautiful."
  • B. Alecia Beth Moore
    Alecia Beth Moore is an American singer, songwriter, and performer best known by her stage name Pink, recognized for her powerful vocals, acrobatic live shows, and pop-rock anthems.
  • C. Posh Spice
    Posh Spice is the nickname of Victoria Beckham, the English fashion designer and former member of the pop group Spice Girls.
  • D. Christina Milian
    Christina Milian is an American singer, songwriter, and actress known for early-2000s R&B-pop hits like "Dip It Low" and roles in films such as "Love Don't Cost a Thing."
  • E. Stefani Germanotta
    Stefani Germanotta, better known by her stage name Lady Gaga, is an American singer, songwriter, and actress renowned for her powerful vocals, provocative artistry, and boundary-pushing pop music.
  • 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: Stefanie Sherk
Triple: [Demián Bichir, spouse, Stefanie Sherk]
Generated description
Stefanie Sherk was a Canadian model, actress, and writer known for her work in film and television and her marriage to Mexican actor Demián Bichir.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stefanie Sherk
Target entity description: Stefanie Sherk was a Canadian model, actress, and writer known for her work in film and television and her marriage to Mexican actor Demián Bichir.
  • A. Christina Aguilera
    Christina Aguilera is an American pop and R&B singer known for her powerful vocal range, soulful performances, and hits like "Genie in a Bottle" and "Beautiful."
  • B. Alecia Beth Moore
    Alecia Beth Moore is an American singer, songwriter, and performer best known by her stage name Pink, recognized for her powerful vocals, acrobatic live shows, and pop-rock anthems.
  • C. Posh Spice
    Posh Spice is the nickname of Victoria Beckham, the English fashion designer and former member of the pop group Spice Girls.
  • D. Christina Milian
    Christina Milian is an American singer, songwriter, and actress known for early-2000s R&B-pop hits like "Dip It Low" and roles in films such as "Love Don't Cost a Thing."
  • E. Stefani Germanotta
    Stefani Germanotta, better known by her stage name Lady Gaga, is an American singer, songwriter, and actress renowned for her powerful vocals, provocative artistry, and boundary-pushing pop music.
  • 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_69ca847424f081908180305555139f7a completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd80c5a05c8190b97d34f010e60ca1 completed April 1, 2026, 8:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69d12d202b748190b78e4e972b1ce08d completed April 4, 2026, 3:24 p.m.
NEDg Description generation batch_69d12da44d7c8190afb11ae3009a79e5 completed April 4, 2026, 3:26 p.m.
NED2 Entity disambiguation (via description) batch_69d12e1459348190aed583b2364a53dd completed April 4, 2026, 3:28 p.m.
Created at: March 30, 2026, 7:55 p.m.