Triple

T13660861
Position Surface form Disambiguated ID Type / Status
Subject George Costanza E326989 entity
Predicate romanticallyInvolvedWith P9994 FINISHED
Object Susan Ross
Susan Ross is a recurring character on the television sitcom "Seinfeld," known as George Costanza’s fiancée whose tragic death from licking toxic wedding invitation envelopes becomes a darkly comic plot point.
E1055802 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: Susan Ross | Statement: [George Costanza, romanticallyInvolvedWith, Susan Ross]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Susan Ross
Context triple: [George Costanza, romanticallyInvolvedWith, Susan Ross]
  • A. Cokie Roberts
    Cokie Roberts was an American journalist and author best known as a longtime political commentator for NPR and ABC News.
  • B. Mary Whitaker
    Mary Whitaker is known as the first wife of American singer, songwriter, and politician Sonny Bono.
  • C. Maria Shriver
    Maria Shriver is an American journalist, author, and former First Lady of California, known for her work with NBC News and her advocacy on issues such as Alzheimer's disease and women's empowerment.
  • D. Lisa Hartman Black
    Lisa Hartman Black is an American actress and singer known for her roles in television series like "Knots Landing" and for her musical collaborations with her husband, country singer Clint Black.
  • E. Ruth Ford
    Ruth Ford was an American actress known for her work in mid-20th-century film and theater, often appearing in character roles on both stage and screen.
  • 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: Susan Ross
Triple: [George Costanza, romanticallyInvolvedWith, Susan Ross]
Generated description
Susan Ross is a recurring character on the television sitcom "Seinfeld," known as George Costanza’s fiancée whose tragic death from licking toxic wedding invitation envelopes becomes a darkly comic plot point.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Susan Ross
Target entity description: Susan Ross is a recurring character on the television sitcom "Seinfeld," known as George Costanza’s fiancée whose tragic death from licking toxic wedding invitation envelopes becomes a darkly comic plot point.
  • A. Cokie Roberts
    Cokie Roberts was an American journalist and author best known as a longtime political commentator for NPR and ABC News.
  • B. Mary Whitaker
    Mary Whitaker is known as the first wife of American singer, songwriter, and politician Sonny Bono.
  • C. Maria Shriver
    Maria Shriver is an American journalist, author, and former First Lady of California, known for her work with NBC News and her advocacy on issues such as Alzheimer's disease and women's empowerment.
  • D. Lisa Hartman Black
    Lisa Hartman Black is an American actress and singer known for her roles in television series like "Knots Landing" and for her musical collaborations with her husband, country singer Clint Black.
  • E. Ruth Ford
    Ruth Ford was an American actress known for her work in mid-20th-century film and theater, often appearing in character roles on both stage and screen.
  • 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_69d8076d8270819092afc2f0e9c359a8 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc620df208190afaccf3ddd10aa60 completed April 12, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f794395618819094a7f0ffcf5d3fb6 completed May 3, 2026, 6:30 p.m.
NEDg Description generation batch_69f7986b9a1c8190b88634af9fc11ebe completed May 3, 2026, 6:48 p.m.
NED2 Entity disambiguation (via description) batch_69f798d7e1a0819087332287d5f9a25f completed May 3, 2026, 6:50 p.m.
Created at: April 9, 2026, 9:52 p.m.