Triple

T5018362
Position Surface form Disambiguated ID Type / Status
Subject Frank Underwood E112788 entity
Predicate hasRival P1375 FINISHED
Object Heather Dunbar
Heather Dunbar is a principled and ambitious lawyer-turned-politician in the TV series "House of Cards," who emerges as a major challenger to Frank Underwood’s power.
E488103 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: Heather Dunbar | Statement: [Frank Underwood, hasRival, Heather Dunbar]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heather Dunbar
Context triple: [Frank Underwood, hasRival, Heather Dunbar]
  • A. Rachael MacFarlane
    Rachael MacFarlane is an American voice actress and singer best known for her work on animated television series, including voicing Hayley Smith on "American Dad!"
  • B. Alison McKinnon
    Alison McKinnon is best known as the wife of Scottish actor and musician Billy Boyd, recognized for his role as Pippin in the "Lord of the Rings" film trilogy.
  • C. Moira Davidson
    Moira Davidson is a central character in Nevil Shute’s post-apocalyptic novel "On the Beach," known for her poignant transformation from a carefree socialite to a woman confronting the end of the world with courage and emotional depth.
  • D. Heather Gibson
    Heather Gibson is known as the wife of the late British actor Richard Griffiths, acclaimed for his roles in film, television, and theatre.
  • E. Kelli Finglass
    Kelli Finglass is the longtime director and public face of the Dallas Cowboys Cheerleaders, known for overseeing their branding, performances, and appearances in popular media.
  • 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: Heather Dunbar
Triple: [Frank Underwood, hasRival, Heather Dunbar]
Generated description
Heather Dunbar is a principled and ambitious lawyer-turned-politician in the TV series "House of Cards," who emerges as a major challenger to Frank Underwood’s power.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heather Dunbar
Target entity description: Heather Dunbar is a principled and ambitious lawyer-turned-politician in the TV series "House of Cards," who emerges as a major challenger to Frank Underwood’s power.
  • A. Rachael MacFarlane
    Rachael MacFarlane is an American voice actress and singer best known for her work on animated television series, including voicing Hayley Smith on "American Dad!"
  • B. Alison McKinnon
    Alison McKinnon is best known as the wife of Scottish actor and musician Billy Boyd, recognized for his role as Pippin in the "Lord of the Rings" film trilogy.
  • C. Moira Davidson
    Moira Davidson is a central character in Nevil Shute’s post-apocalyptic novel "On the Beach," known for her poignant transformation from a carefree socialite to a woman confronting the end of the world with courage and emotional depth.
  • D. Heather Gibson
    Heather Gibson is known as the wife of the late British actor Richard Griffiths, acclaimed for his roles in film, television, and theatre.
  • E. Kelli Finglass
    Kelli Finglass is the longtime director and public face of the Dallas Cowboys Cheerleaders, known for overseeing their branding, performances, and appearances in popular media.
  • 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.