Triple
T9032862
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Biden family |
E216415
|
entity |
| Predicate | notableMember |
P10
|
FINISHED |
| Object | Robert Hunter Biden II |
E53725
|
NE FINISHED |
How this triple was built (2 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: Robert Hunter Biden II | Statement: [Biden family, notableMember, Robert Hunter Biden II]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert Hunter Biden II Context triple: [Biden family, notableMember, Robert Hunter Biden II]
-
A.
Beau Biden
Beau Biden was an American attorney, Army National Guard officer, and the former Attorney General of Delaware, known as the eldest son of U.S. President Joe Biden.
-
B.
Hunter Biden
chosen
Hunter Biden is an American lawyer and businessman best known as the son of U.S. President Joe Biden and for his prominent role in various political and legal controversies.
-
C.
Finnegan Biden
Finnegan Biden is an American public figure and granddaughter of U.S. President Joe Biden, known for her appearances during his political campaigns and at White House events.
-
D.
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.
-
E.
Ashley Biden
Ashley Biden is an American social worker, activist, and fashion designer known for her advocacy on criminal justice reform and her role as the daughter of U.S. President Joe Biden and educator Jill Biden.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69ca83d10b608190b2b2f8e0a7faaf14 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cc6aa0c89c81909792190f08fef8df |
completed | April 1, 2026, 12:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0543ddf6881908e9add22083d652d |
completed | April 3, 2026, 11:58 p.m. |
Created at: March 30, 2026, 7:08 p.m.