Triple
T2452018
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hunter Biden |
E53725
|
entity |
| Predicate | child |
P120
|
FINISHED |
| Object | Naomi Biden (daughter with Kathleen Buhle) |
E54025
|
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: Naomi Biden (daughter with Kathleen Buhle) | Statement: [Hunter Biden, child, Naomi Biden (daughter with Kathleen Buhle)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Naomi Biden (daughter with Kathleen Buhle) Context triple: [Hunter Biden, child, Naomi Biden (daughter with Kathleen Buhle)]
-
A.
Naomi Biden
chosen
Naomi Biden is an American lawyer and the granddaughter of U.S. President Joe Biden, known for her public presence during his political career and at White House events.
-
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.
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.
-
D.
Melanie Eisenhower
Melanie Eisenhower is a member of the Nixon-Eisenhower family and a granddaughter of U.S. President Richard Nixon.
-
E.
Lauren Bush
Lauren Bush is an American fashion model, designer, and philanthropist best known as the founder of the FEED Projects charity brand and as a member of the Bush political family.
- 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_69ab495d227c8190b26ae6548eeb1019 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd0f52524819088b00009c9dd1823 |
completed | March 7, 2026, 7:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aef0c544788190bb0e8c5ae4a32ff0 |
completed | March 9, 2026, 4:09 p.m. |
Created at: March 6, 2026, 9:43 p.m.