Triple

T18807325
Position Surface form Disambiguated ID Type / Status
Subject Klaus Barbie E459906 entity
Predicate spouse P13 FINISHED
Object Regina Margaretta Willms
Regina Margaretta Willms was the wife of Nazi war criminal Klaus Barbie, the infamous "Butcher of Lyon."
 E1344452 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: Regina Margaretta Willms | Statement: [Klaus Barbie, spouse, Regina Margaretta Willms]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Regina Margaretta Willms
Context triple: [Klaus Barbie, spouse, Regina Margaretta Willms]
  • A. Regina Hubbard
    Regina Hubbard is a central character in Lillian Hellman’s play “Another Part of the Forest,” depicted as a sharp, ambitious young woman navigating the moral corruption and power struggles of her wealthy Southern family.
  • B. Barbara Latimer
    Barbara Latimer is the central romantic lead in the 1941 musical comedy film "Moon Over Miami."
  • C. Clare Milne
    Clare Milne is the granddaughter of Winnie-the-Pooh author A. A. Milne and the daughter of Christopher Robin Milne.
  • D. Alberta Christine Williams
    Alberta Christine Williams was an American church organist and choir director best known as the mother of civil rights leader Martin Luther King Jr.
  • E. Helen McOuat
    Helen McOuat was the wife of Scottish-born Canadian industrialist Henry Burden, known for her connection to his prominent 19th-century iron manufacturing enterprise in Troy, New York.
  • 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: Regina Margaretta Willms
Triple: [Klaus Barbie, spouse, Regina Margaretta Willms]
Generated description
Regina Margaretta Willms was the wife of Nazi war criminal Klaus Barbie, the infamous "Butcher of Lyon."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Regina Margaretta Willms
Target entity description: Regina Margaretta Willms was the wife of Nazi war criminal Klaus Barbie, the infamous "Butcher of Lyon."
  • A. Regina Hubbard
    Regina Hubbard is a central character in Lillian Hellman’s play “Another Part of the Forest,” depicted as a sharp, ambitious young woman navigating the moral corruption and power struggles of her wealthy Southern family.
  • B. Barbara Latimer
    Barbara Latimer is the central romantic lead in the 1941 musical comedy film "Moon Over Miami."
  • C. Clare Milne
    Clare Milne is the granddaughter of Winnie-the-Pooh author A. A. Milne and the daughter of Christopher Robin Milne.
  • D. Alberta Christine Williams
    Alberta Christine Williams was an American church organist and choir director best known as the mother of civil rights leader Martin Luther King Jr.
  • E. Helen McOuat
    Helen McOuat was the wife of Scottish-born Canadian industrialist Henry Burden, known for her connection to his prominent 19th-century iron manufacturing enterprise in Troy, New York.
  • 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_69d8d398c7d4819091cb2f7e48948aeb completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5a3d8ab9c819097834eac798ce810 completed April 20, 2026, 3:56 a.m.
NED1 Entity disambiguation (via context triple) batch_6a055bbec00c8190962dddaf08bb1c5d completed May 14, 2026, 5:21 a.m.
NEDg Description generation batch_6a055f9b560c81909fcc83ffb8fc7498 completed May 14, 2026, 5:37 a.m.
NED2 Entity disambiguation (via description) batch_6a05605e78088190ae2fc8189007d6dc completed May 14, 2026, 5:40 a.m.
Created at: April 10, 2026, 11:53 a.m.