Triple

T21585574
Position Surface form Disambiguated ID Type / Status
Subject Werner Klemperer E532640 entity
Predicate spouse P13 FINISHED
Object Susan Dempsay
Susan Dempsay is best known as the wife of Emmy-winning actor Werner Klemperer, who played Colonel Klink on the television series "Hogan's Heroes."
E1533777 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 Dempsay | Statement: [Werner Klemperer, spouse, Susan Dempsay]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Susan Dempsay
Context triple: [Werner Klemperer, spouse, Susan Dempsay]
  • A. Grace McCallum
    Grace McCallum is an American artistic gymnast and Olympic medalist who has represented the United States in major international competitions.
  • B. Ann MacMillan
    Ann MacMillan is a Canadian journalist and broadcaster, known for her long career with the CBC and as the mother of British historian and television presenter Dan Snow.
  • C. Karen Fergusson
    Karen Fergusson is an actress known for her role in the acclaimed New Zealand biographical drama film "An Angel at My Table."
  • D. Susan Dougan
    Susan Dougan is a Vincentian public figure who serves as the Governor-General and de facto representative of the British monarch in Saint Vincent and the Grenadines.
  • E. Lisa Baird
    Lisa Baird is an American sports executive who served as commissioner of the National Women's Soccer League (NWSL).
  • 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 Dempsay
Triple: [Werner Klemperer, spouse, Susan Dempsay]
Generated description
Susan Dempsay is best known as the wife of Emmy-winning actor Werner Klemperer, who played Colonel Klink on the television series "Hogan's Heroes."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Susan Dempsay
Target entity description: Susan Dempsay is best known as the wife of Emmy-winning actor Werner Klemperer, who played Colonel Klink on the television series "Hogan's Heroes."
  • A. Grace McCallum
    Grace McCallum is an American artistic gymnast and Olympic medalist who has represented the United States in major international competitions.
  • B. Ann MacMillan
    Ann MacMillan is a Canadian journalist and broadcaster, known for her long career with the CBC and as the mother of British historian and television presenter Dan Snow.
  • C. Karen Fergusson
    Karen Fergusson is an actress known for her role in the acclaimed New Zealand biographical drama film "An Angel at My Table."
  • D. Susan Dougan
    Susan Dougan is a Vincentian public figure who serves as the Governor-General and de facto representative of the British monarch in Saint Vincent and the Grenadines.
  • E. Lisa Baird
    Lisa Baird is an American sports executive who served as commissioner of the National Women's Soccer League (NWSL).
  • 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_69e0c46251648190876f0427cf2d321b completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69eeeb60032881908dd35ac76392ad07 completed April 27, 2026, 4:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0ae99e15848190b7fe1bfb37ad2ef4 completed May 18, 2026, 10:27 a.m.
NEDg Description generation batch_6a0aea9aad5c81908fca5ea2b594effb completed May 18, 2026, 10:31 a.m.
NED2 Entity disambiguation (via description) batch_6a0aeb5137c08190b5b787c85f239a67 completed May 18, 2026, 10:34 a.m.
Created at: April 16, 2026, 6:31 p.m.