Triple
T11205738
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Neilia Hunter Biden |
E265154
|
entity |
| Predicate | spouseOfPolitician |
P87045
|
FINISHED |
| Object | Joe Biden |
E8825
|
NE FINISHED |
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: Joe Biden | Statement: [Neilia Hunter Biden, spouseOfPolitician, Joe Biden]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joe Biden Context triple: [Neilia Hunter Biden, spouseOfPolitician, Joe Biden]
-
A.
Joe Biden
chosen
Joe Biden is the 46th president of the United States, a longtime Democratic politician who previously served as vice president under Barack Obama and as a U.S. senator from Delaware.
-
B.
James Biden
James Biden is an American businessman and the younger brother of U.S. President Joe Biden, known for his involvement in various corporate ventures and occasional public scrutiny over his business dealings.
-
C.
Bush Terminal
Bush Terminal is a historic industrial and shipping complex in Brooklyn, New York, that played a major role in the city’s maritime and manufacturing economy.
-
D.
Jim Carter
Jim Carter is an English actor best known for his role as butler Mr. Carson in the television series "Downton Abbey."
-
E.
William Davis
William Davis was one of the African American defendants tried alongside Dr. Ossian Sweet in the landmark 1925 Detroit case involving racial violence and self-defense.
- 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: spouseOfPolitician Context triple: [Neilia Hunter Biden, spouseOfPolitician, Joe Biden]
-
A.
spouseOfLeader
chosen
Indicates that one entity is the married partner (spouse) of another entity who holds a leadership position.
-
B.
marriedToHeadOfGovernmentOf
Indicates that one entity is the spouse of the person who holds the position of head of government of the other entity.
-
C.
spouseOfCountry
Indicates that an entity is the spouse or marital partner of a person who is associated with, represents, or is from a specified country.
-
D.
spouseOfHeadOfState
Indicates that one person is the spouse (married partner) of a head of state.
-
E.
spouseOffice
Indicates that one entity holds an office or position that is associated with, or held by, the spouse of another entity.
- F. None of above.
Provenance (4 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_69d6aa9eb9248190b20211772621b4bc |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e8d4eef88190a7f05bca82d919b9 |
completed | April 9, 2026, 5:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e4ad135154819091026334d25cd287 |
completed | April 19, 2026, 10:23 a.m. |
| PD | Predicate disambiguation | batch_69d75cf83464819087529d47d025d313 |
completed | April 9, 2026, 8:02 a.m. |
Created at: April 8, 2026, 9:30 p.m.