Triple
T388359
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Joe Biden |
E8825
|
entity |
| Predicate | child |
P120
|
FINISHED |
| Object |
Hunter Biden
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.
|
E53725
|
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: Hunter Biden | Statement: [Joe Biden, child, Hunter Biden]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hunter Biden Context triple: [Joe Biden, child, Hunter Biden]
-
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.
Neilia Hunter Biden
Neilia Hunter Biden was an American educator and the first wife of Joe Biden, who tragically died in a 1972 car accident along with their infant daughter.
-
C.
Donald Trump Jr.
Donald Trump Jr. is an American businessman, author, and political activist known for his prominent role in his father Donald Trump’s business empire and political campaigns.
-
D.
Donald John Trump III
Donald John Trump III is the grandson of former U.S. President Donald Trump and the son of businessman Donald Trump Jr.
-
E.
Bill Pence
Bill Pence was an American film executive and co-founder of the influential Telluride Film Festival, known for shaping the landscape of international film exhibition and appreciation.
- 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: Hunter Biden Triple: [Joe Biden, child, Hunter Biden]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hunter Biden Target entity description: 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.
-
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.
Neilia Hunter Biden
Neilia Hunter Biden was an American educator and the first wife of Joe Biden, who tragically died in a 1972 car accident along with their infant daughter.
-
C.
Donald Trump Jr.
Donald Trump Jr. is an American businessman, author, and political activist known for his prominent role in his father Donald Trump’s business empire and political campaigns.
-
D.
Donald John Trump III
Donald John Trump III is the grandson of former U.S. President Donald Trump and the son of businessman Donald Trump Jr.
-
E.
Bill Pence
Bill Pence was an American film executive and co-founder of the influential Telluride Film Festival, known for shaping the landscape of international film exhibition and appreciation.
- 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_69a2e7f55c60819097aff65ea2ca2832 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ec5988708190aa86d9460cecf050 |
completed | Feb. 28, 2026, 1:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a42a11882081909636a47397fbfc13 |
completed | March 1, 2026, 11:59 a.m. |
| NEDg | Description generation | batch_69a42a7dc3108190ad644aee25d95d50 |
completed | March 1, 2026, 12:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a42b19e7148190816b50e00319b12b |
completed | March 1, 2026, 12:03 p.m. |
Created at: Feb. 28, 2026, 1:08 p.m.