Triple
T9032861
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Biden family |
E216415
|
entity |
| Predicate | notableMember |
P10
|
FINISHED |
| Object |
Natalie Biden
Natalie Biden is the granddaughter of U.S. President Joe Biden and the daughter of the late Beau Biden.
|
E791145
|
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: Natalie Biden | Statement: [Biden family, notableMember, Natalie Biden]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Natalie Biden Context triple: [Biden family, notableMember, Natalie Biden]
-
A.
Hallie Biden
Hallie Biden is an American woman known for being the widow of Beau Biden, the late 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.
Valerie Biden Owens
Valerie Biden Owens is an American political strategist and campaign manager best known as President Joe Biden’s sister and longtime close adviser.
-
D.
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.
-
E.
Naomi Biden
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.
- 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: Natalie Biden Triple: [Biden family, notableMember, Natalie Biden]
Generated description
Natalie Biden is the granddaughter of U.S. President Joe Biden and the daughter of the late Beau Biden.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Natalie Biden Target entity description: Natalie Biden is the granddaughter of U.S. President Joe Biden and the daughter of the late Beau Biden.
-
A.
Hallie Biden
Hallie Biden is an American woman known for being the widow of Beau Biden, the late 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.
Valerie Biden Owens
Valerie Biden Owens is an American political strategist and campaign manager best known as President Joe Biden’s sister and longtime close adviser.
-
D.
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.
-
E.
Naomi Biden
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.
- 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_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_69d0c6d4a5d08190832f41dd9dc82f41 |
completed | April 4, 2026, 8:07 a.m. |
| NEDg | Description generation | batch_69d0c990fefc81908b570d4caa79378f |
completed | April 4, 2026, 8:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0cb34433c81909b331c6719e27734 |
completed | April 4, 2026, 8:26 a.m. |
Created at: March 30, 2026, 7:08 p.m.