Triple

T13635174
Position Surface form Disambiguated ID Type / Status
Subject Justin Hartley E325829 entity
Predicate spouse P13 FINISHED
Object Chrishell Stause
Chrishell Stause is an American actress and real estate agent best known for her role on the reality series "Selling Sunset" and appearances in various soap operas.
E1052540 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: Chrishell Stause | Statement: [Justin Hartley, spouse, Chrishell Stause]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chrishell Stause
Context triple: [Justin Hartley, spouse, Chrishell Stause]
  • A. Kristin Cavallari
    Kristin Cavallari is an American television personality, fashion entrepreneur, and author who first gained fame on the reality series "Laguna Beach: The Real Orange County" and "The Hills."
  • B. Jenny Mollen
    Jenny Mollen is an American actress and bestselling author known for her darkly comedic essays and memoirs about relationships and motherhood.
  • C. Michelle Stacy
    Michelle Stacy is an American former child voice actress best known for her roles in animated films of the 1970s and early 1980s.
  • D. Stacey Marinkovich
    Stacey Marinkovich is an Australian netball coach and former elite player best known for leading the Australian national netball team.
  • E. Rachel Van Dyken
    Rachel Van Dyken is a contemporary American author best known for her popular romance novels and New York Times bestselling series.
  • 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: Chrishell Stause
Triple: [Justin Hartley, spouse, Chrishell Stause]
Generated description
Chrishell Stause is an American actress and real estate agent best known for her role on the reality series "Selling Sunset" and appearances in various soap operas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chrishell Stause
Target entity description: Chrishell Stause is an American actress and real estate agent best known for her role on the reality series "Selling Sunset" and appearances in various soap operas.
  • A. Kristin Cavallari
    Kristin Cavallari is an American television personality, fashion entrepreneur, and author who first gained fame on the reality series "Laguna Beach: The Real Orange County" and "The Hills."
  • B. Jenny Mollen
    Jenny Mollen is an American actress and bestselling author known for her darkly comedic essays and memoirs about relationships and motherhood.
  • C. Michelle Stacy
    Michelle Stacy is an American former child voice actress best known for her roles in animated films of the 1970s and early 1980s.
  • D. Stacey Marinkovich
    Stacey Marinkovich is an Australian netball coach and former elite player best known for leading the Australian national netball team.
  • E. Rachel Van Dyken
    Rachel Van Dyken is a contemporary American author best known for her popular romance novels and New York Times bestselling series.
  • 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_69d8076beddc8190a53156f5bea77f5e completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc5a616dc81908b8c1213e1d4beed completed April 12, 2026, 4:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78aef6fd08190b209a94b9ddd024c completed May 3, 2026, 5:50 p.m.
NEDg Description generation batch_69f78bd316788190a245e8199f6ac87b completed May 3, 2026, 5:54 p.m.
NED2 Entity disambiguation (via description) batch_69f78c94da6c8190b9bc1d04cee19c3c completed May 3, 2026, 5:57 p.m.
Created at: April 9, 2026, 9:51 p.m.