Triple
T19509302
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heather Dunbar |
E488103
|
entity |
| Predicate | isOpponentOf |
P22658
|
FINISHED |
| Object | Frank Underwood |
—
|
NE NERFINISHED |
How this triple was built (3 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: Frank Underwood | Statement: [Heather Dunbar, isOpponentOf, Frank Underwood]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frank Underwood Context triple: [Heather Dunbar, isOpponentOf, Frank Underwood]
-
A.
Frank Underwood
chosen
Frank Underwood is a ruthless and cunning American politician who schemes his way to the presidency in the political drama series "House of Cards."
-
B.
Francis H. Underwood
Francis H. Underwood was a 19th-century American editor and literary figure best known for helping to establish and shape the influential magazine The Atlantic Monthly.
-
C.
Josiah Bartlet
Josiah Bartlet is the fictional, intellectually rigorous and idealistic U.S. President at the center of the political drama series "The West Wing."
-
D.
Josh Lyman
Josh Lyman is a sharp, ambitious, and often combative Deputy White House Chief of Staff in the political drama series "The West Wing."
-
E.
Ron Underwood
Ron Underwood is an American film and television director best known for helming the hit comedy "City Slickers" and the cult monster movie "Tremors."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: isOpponentOf Context triple: [Heather Dunbar, isOpponentOf, Frank Underwood]
-
A.
wasOpponentOf
Indicates that one entity competed or conflicted against another as an adversary in some contest, game, or confrontation.
-
B.
associatedOpponent
Indicates that one entity is recognized or designated as an opponent or adversary associated with another entity in a given context.
-
C.
rivalOf
chosen
Indicates a relationship in which two entities compete against or oppose each other, often seeking advantage in the same domain or objective.
-
D.
opponentInCase
Indicates that two parties are on opposing sides in the same legal case or proceeding.
-
E.
consideredOpponentsAs
Indicates that one entity regarded or treated another entity as an opponent or adversary.
- F. None of above.
Provenance (3 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_69d8e8d9d1c88190b01cd78b8be49384 |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e6351547e481909a875bba40651094 |
completed | April 20, 2026, 2:15 p.m. |
| PD | Predicate disambiguation | batch_69e4fd7bd25881908caa04eaef1f6718 |
completed | April 19, 2026, 4:06 p.m. |
Created at: April 10, 2026, 1:40 p.m.