Triple

T10197610
Position Surface form Disambiguated ID Type / Status
Subject James Michael Tyler E238802 entity
Predicate previousSpouse P493 FINISHED
Object Barbara Chadsey
Barbara Chadsey is best known as the former wife of American actor James Michael Tyler, who played Gunther on the television series "Friends."
 E997052 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: Barbara Chadsey | Statement: [James Michael Tyler, previousSpouse, Barbara Chadsey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Barbara Chadsey
Context triple: [James Michael Tyler, previousSpouse, Barbara Chadsey]
  • A. Kathryn Chandler
    Kathryn Chandler is the wife of American actor Kyle Chandler and is known for maintaining a largely private life outside of his public career.
  • B. Barbara Cherry
    Barbara Cherry was the wife of renowned German-American astronomer Martin Schwarzschild.
  • C. Barbara Cushing
    Barbara Cushing was an American socialite and one of the famous Cushing sisters, noted for her prominent marriages and influence in mid-20th-century high society.
  • D. Barbara Reynolds
    Barbara Reynolds is a recurring character on the TV show "It's Always Sunny in Philadelphia," known as the wealthy, cold, and manipulative mother of Deandra "Sweet Dee" Reynolds.
  • E. Sandra Jennings
    Sandra Jennings is an American woman best known for her long-term relationship and legal disputes with actor William Hurt.
  • 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: Barbara Chadsey
Triple: [James Michael Tyler, previousSpouse, Barbara Chadsey]
Generated description
Barbara Chadsey is best known as the former wife of American actor James Michael Tyler, who played Gunther on the television series "Friends."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Barbara Chadsey
Target entity description: Barbara Chadsey is best known as the former wife of American actor James Michael Tyler, who played Gunther on the television series "Friends."
  • A. Kathryn Chandler
    Kathryn Chandler is the wife of American actor Kyle Chandler and is known for maintaining a largely private life outside of his public career.
  • B. Barbara Cherry
    Barbara Cherry was the wife of renowned German-American astronomer Martin Schwarzschild.
  • C. Barbara Cushing
    Barbara Cushing was an American socialite and one of the famous Cushing sisters, noted for her prominent marriages and influence in mid-20th-century high society.
  • D. Barbara Reynolds
    Barbara Reynolds is a recurring character on the TV show "It's Always Sunny in Philadelphia," known as the wealthy, cold, and manipulative mother of Deandra "Sweet Dee" Reynolds.
  • E. Sandra Jennings
    Sandra Jennings is an American woman best known for her long-term relationship and legal disputes with actor William Hurt.
  • 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_69ca84e1ea088190b38162e43d4cfa8f completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdee3c44408190b09fa41f2d257c04 completed April 2, 2026, 4:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69f671788ec88190852df74698bc4518 completed May 2, 2026, 9:49 p.m.
NEDg Description generation batch_69f67285019c8190be831d3f72cf121f completed May 2, 2026, 9:54 p.m.
NED2 Entity disambiguation (via description) batch_69f67323a724819092425cdb3a070b96 completed May 2, 2026, 9:56 p.m.
Created at: March 30, 2026, 9:13 p.m.