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.