Triple

T8394368
Position Surface form Disambiguated ID Type / Status
Subject Michelle Wingshan Kwan E198016 entity
Predicate spouse P13 FINISHED
Object Jeffrey Randall (Jeff)
Jeffrey Randall (Jeff) is best known as the husband of American figure skating champion Michelle Kwan.
 E730986 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: Jeffrey Randall (Jeff) | Statement: [Michelle Wingshan Kwan, spouse, Jeffrey Randall (Jeff)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jeffrey Randall (Jeff)
Context triple: [Michelle Wingshan Kwan, spouse, Jeffrey Randall (Jeff)]
  • A. Jeffrey Clifford
    Jeffrey Clifford is a film producer known for working on major Hollywood comedies and genre films, including "The Spy Who Dumped Me."
  • B. Jeffrey Byron
    Jeffrey Byron is an American actor known for his work in film and television since the 1960s, including roles in genre and action productions.
  • C. Jeffrey Lynn
    Jeffrey Lynn was an American film and stage actor best known for his roles in 1930s and 1940s Hollywood dramas and romances.
  • D. Jeffery
    Jeffery is a 2016 mixtape by American rapper Young Thug, known for its experimental sound and striking cover art featuring the artist in an elaborate dress.
  • E. Jeffery
    Jeffery Amherst, 1st Baron Amherst, was an 18th-century British Army officer best known for his role as commander-in-chief during the French and Indian War and for his controversial policies toward Indigenous peoples in North America.
  • 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: Jeffrey Randall (Jeff)
Triple: [Michelle Wingshan Kwan, spouse, Jeffrey Randall (Jeff)]
Generated description
Jeffrey Randall (Jeff) is best known as the husband of American figure skating champion Michelle Kwan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Jeffrey Randall (Jeff)
Target entity description: Jeffrey Randall (Jeff) is best known as the husband of American figure skating champion Michelle Kwan.
  • A. Jeffrey Clifford
    Jeffrey Clifford is a film producer known for working on major Hollywood comedies and genre films, including "The Spy Who Dumped Me."
  • B. Jeffrey Byron
    Jeffrey Byron is an American actor known for his work in film and television since the 1960s, including roles in genre and action productions.
  • C. Jeffrey Lynn
    Jeffrey Lynn was an American film and stage actor best known for his roles in 1930s and 1940s Hollywood dramas and romances.
  • D. Jeffery
    Jeffery is a 2016 mixtape by American rapper Young Thug, known for its experimental sound and striking cover art featuring the artist in an elaborate dress.
  • E. Jeffery
    Jeffery Amherst, 1st Baron Amherst, was an 18th-century British Army officer best known for his role as commander-in-chief during the French and Indian War and for his controversial policies toward Indigenous peoples in North America.
  • 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_69ca82f816bc8190ab321c07d72208c1 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb8185ef60819085cfa7491d35834a completed March 31, 2026, 8:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69cde856a6548190b46e0d8e5cda381b completed April 2, 2026, 3:53 a.m.
NEDg Description generation batch_69cdebfc63e8819087f5c1d588b58e21 completed April 2, 2026, 4:09 a.m.
NED2 Entity disambiguation (via description) batch_69cded77618c81909e8786ccd2f3e4b6 completed April 2, 2026, 4:15 a.m.
Created at: March 30, 2026, 6:03 p.m.