Triple

T9548925
Position Surface form Disambiguated ID Type / Status
Subject Scott Thorson E230367 entity
Predicate associatedWith P37 FINISHED
Object Liberace estate controversies
The Liberace estate controversies refer to the legal and financial disputes, including palimony and inheritance claims, that erupted after the flamboyant pianist Liberace’s death, notably involving his former partner Scott Thorson.
E805087 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: Liberace estate controversies | Statement: [Scott Thorson, associatedWith, Liberace estate controversies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liberace estate controversies
Context triple: [Scott Thorson, associatedWith, Liberace estate controversies]
  • A. Calas affair
    The Calas affair was an 18th-century French legal case involving the wrongful execution of Protestant merchant Jean Calas, which became a symbol of religious intolerance and judicial injustice and inspired Voltaire’s campaign for civil rights and legal reform.
  • B. Straperlo scandal
    The Straperlo scandal was a major political corruption affair in 1930s Spain involving rigged gambling concessions that severely damaged the reputation of the Radical Republican Party and contributed to the destabilization of the Second Spanish Republic.
  • C. Bettencourt affair
    The Bettencourt affair was a major French political and financial scandal involving L'Oréal heiress Liliane Bettencourt, allegations of tax evasion, illegal political donations, and influence peddling at the highest levels of the French government.
  • D. Profumo affair
    The Profumo affair was a 1963 British political scandal involving Secretary of State for War John Profumo’s relationship with model Christine Keeler, which contributed to the downfall of Prime Minister Harold Macmillan’s government.
  • E. Scandale Beck
    Scandale Beck is a small stream in Cumbria, England, that flows through the Lake District fells before joining the River Eden.
  • 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: Liberace estate controversies
Triple: [Scott Thorson, associatedWith, Liberace estate controversies]
Generated description
The Liberace estate controversies refer to the legal and financial disputes, including palimony and inheritance claims, that erupted after the flamboyant pianist Liberace’s death, notably involving his former partner Scott Thorson.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liberace estate controversies
Target entity description: The Liberace estate controversies refer to the legal and financial disputes, including palimony and inheritance claims, that erupted after the flamboyant pianist Liberace’s death, notably involving his former partner Scott Thorson.
  • A. Calas affair
    The Calas affair was an 18th-century French legal case involving the wrongful execution of Protestant merchant Jean Calas, which became a symbol of religious intolerance and judicial injustice and inspired Voltaire’s campaign for civil rights and legal reform.
  • B. Straperlo scandal
    The Straperlo scandal was a major political corruption affair in 1930s Spain involving rigged gambling concessions that severely damaged the reputation of the Radical Republican Party and contributed to the destabilization of the Second Spanish Republic.
  • C. Bettencourt affair
    The Bettencourt affair was a major French political and financial scandal involving L'Oréal heiress Liliane Bettencourt, allegations of tax evasion, illegal political donations, and influence peddling at the highest levels of the French government.
  • D. Profumo affair
    The Profumo affair was a 1963 British political scandal involving Secretary of State for War John Profumo’s relationship with model Christine Keeler, which contributed to the downfall of Prime Minister Harold Macmillan’s government.
  • E. Scandale Beck
    Scandale Beck is a small stream in Cumbria, England, that flows through the Lake District fells before joining the River Eden.
  • 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_69ca847c70b8819088a0a0bad64a50d6 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd99059138819088ae54b26df979cf completed April 1, 2026, 10:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69d14c82c98c8190a4fd6fc3ceb4173d completed April 4, 2026, 5:38 p.m.
NEDg Description generation batch_69d14d23573c8190aeebf2fdac20a332 completed April 4, 2026, 5:40 p.m.
NED2 Entity disambiguation (via description) batch_69d14da4514481908a530b5d77ad832a completed April 4, 2026, 5:43 p.m.
Created at: March 30, 2026, 8:02 p.m.