Triple

T5018361
Position Surface form Disambiguated ID Type / Status
Subject Frank Underwood E112788 entity
Predicate hasRival P1375 FINISHED
Object Raymond Tusk
Raymond Tusk is a powerful billionaire industrialist and political kingmaker in the series "House of Cards," known for his behind-the-scenes influence and strategic rivalry with Frank Underwood.
 E488102 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: Raymond Tusk | Statement: [Frank Underwood, hasRival, Raymond Tusk]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Raymond Tusk
Context triple: [Frank Underwood, hasRival, Raymond Tusk]
  • A. Charles Ewing
    Charles Ewing was a 19th-century American lawyer, Union Army general in the Civil War, and later a federal official, known as a prominent member of the influential Ewing family.
  • B. William Roberts
    William Roberts was an American screenwriter best known for writing the screenplay for the classic Western film "The Magnificent Seven" (1960).
  • C. William Roberts
    William Roberts was a British painter associated with the Vorticist movement, known for his modernist depictions of urban life and wartime scenes.
  • D. Franklin Martin
    Franklin Martin was an American physician and medical leader best known for founding the American Cancer Society.
  • E. James Nourse
    James Nourse was an 18th-century British sea captain involved in the transatlantic slave trade.
  • 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: Raymond Tusk
Triple: [Frank Underwood, hasRival, Raymond Tusk]
Generated description
Raymond Tusk is a powerful billionaire industrialist and political kingmaker in the series "House of Cards," known for his behind-the-scenes influence and strategic rivalry with Frank Underwood.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Raymond Tusk
Target entity description: Raymond Tusk is a powerful billionaire industrialist and political kingmaker in the series "House of Cards," known for his behind-the-scenes influence and strategic rivalry with Frank Underwood.
  • A. Charles Ewing
    Charles Ewing was a 19th-century American lawyer, Union Army general in the Civil War, and later a federal official, known as a prominent member of the influential Ewing family.
  • B. William Roberts
    William Roberts was an American screenwriter best known for writing the screenplay for the classic Western film "The Magnificent Seven" (1960).
  • C. William Roberts
    William Roberts was a British painter associated with the Vorticist movement, known for his modernist depictions of urban life and wartime scenes.
  • D. Franklin Martin
    Franklin Martin was an American physician and medical leader best known for founding the American Cancer Society.
  • E. James Nourse
    James Nourse was an 18th-century British sea captain involved in the transatlantic slave trade.
  • 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_69bd4435c2f48190be593158cbfcf8a3 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd73415e088190802f9bb283262386 completed March 20, 2026, 4:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69be9c5e06fc8190bdd875c04cefd789 completed March 21, 2026, 1:25 p.m.
NEDg Description generation batch_69be9e2508bc81909f24dd56e01d83fa completed March 21, 2026, 1:33 p.m.
NED2 Entity disambiguation (via description) batch_69be9e9b2d5c81908df67c69e7e96619 completed March 21, 2026, 1:35 p.m.
Created at: March 20, 2026, 1:35 p.m.