Triple

T6530190
Position Surface form Disambiguated ID Type / Status
Subject John Cena E152210 entity
Predicate formerSpouse P493 FINISHED
Object Elizabeth Huberdeau
Elizabeth Huberdeau is an American woman best known for her past marriage to professional wrestler and actor John Cena.
 E600057 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: Elizabeth Huberdeau | Statement: [John Cena, formerSpouse, Elizabeth Huberdeau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Elizabeth Huberdeau
Context triple: [John Cena, formerSpouse, Elizabeth Huberdeau]
  • A. Kris Humphries
    Kris Humphries is an American former professional basketball player best known for his NBA career and highly publicized short-lived marriage to Kim Kardashian.
  • B. Samille Diane Friesen
    Samille Diane Friesen is the birth name of American actress, director, and editor Dyan Cannon, known for her work in film and television since the 1960s.
  • C. Catriona Le May Doan
    Catriona Le May Doan is a Canadian speed skater and multiple Olympic gold medalist renowned as one of the sport’s dominant sprinters of the late 1990s and early 2000s.
  • D. Annette Courtemanche
    Annette Courtemanche is an individual known primarily as the birth name of Annette Courtemanche Kirk.
  • E. Jayna Hefford
    Jayna Hefford is a highly decorated Canadian ice hockey forward and Olympic gold medalist, regarded as one of the greatest players in women’s hockey history.
  • 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: Elizabeth Huberdeau
Triple: [John Cena, formerSpouse, Elizabeth Huberdeau]
Generated description
Elizabeth Huberdeau is an American woman best known for her past marriage to professional wrestler and actor John Cena.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Elizabeth Huberdeau
Target entity description: Elizabeth Huberdeau is an American woman best known for her past marriage to professional wrestler and actor John Cena.
  • A. Kris Humphries
    Kris Humphries is an American former professional basketball player best known for his NBA career and highly publicized short-lived marriage to Kim Kardashian.
  • B. Samille Diane Friesen
    Samille Diane Friesen is the birth name of American actress, director, and editor Dyan Cannon, known for her work in film and television since the 1960s.
  • C. Catriona Le May Doan
    Catriona Le May Doan is a Canadian speed skater and multiple Olympic gold medalist renowned as one of the sport’s dominant sprinters of the late 1990s and early 2000s.
  • D. Annette Courtemanche
    Annette Courtemanche is an individual known primarily as the birth name of Annette Courtemanche Kirk.
  • E. Jayna Hefford
    Jayna Hefford is a highly decorated Canadian ice hockey forward and Olympic gold medalist, regarded as one of the greatest players in women’s hockey history.
  • 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_69c688048ec8819093a47f7d332e12ec completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6adac53b0819097fece48a75cc48f completed March 27, 2026, 4:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6cb7a85dc8190a97138a20728b43f completed March 27, 2026, 6:24 p.m.
NEDg Description generation batch_69c6cd05c54c81908bb612e7976bd10a completed March 27, 2026, 6:31 p.m.
NED2 Entity disambiguation (via description) batch_69c6cdc3ea7c8190b63e9a19721fea80 completed March 27, 2026, 6:34 p.m.
Created at: March 27, 2026, 1:46 p.m.