Triple
T9032857
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Biden family |
E216415
|
entity |
| Predicate | notableMember |
P10
|
FINISHED |
| Object |
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.
|
E778611
|
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: James Biden | Statement: [Biden family, notableMember, James Biden]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Biden Context triple: [Biden family, notableMember, James Biden]
-
A.
Joe Biden
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.
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.
-
C.
Richard Clinton
Richard Clinton is a relatively obscure individual who shares the Clinton surname with more widely known public figures.
-
D.
Clinton Patrick Black
Clinton Patrick Black is an American country music singer-songwriter, record producer, and actor who rose to fame in the late 1980s with a string of hit albums and singles.
-
E.
George Walker Weld
George Walker Weld was an American philanthropist from a prominent Boston family, best known for funding Harvard University's Weld Boathouse and supporting rowing and other athletic pursuits.
- 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: James Biden Triple: [Biden family, notableMember, James Biden]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Biden Target entity description: 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.
-
A.
Joe Biden
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.
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.
-
C.
Richard Clinton
Richard Clinton is a relatively obscure individual who shares the Clinton surname with more widely known public figures.
-
D.
Clinton Patrick Black
Clinton Patrick Black is an American country music singer-songwriter, record producer, and actor who rose to fame in the late 1980s with a string of hit albums and singles.
-
E.
George Walker Weld
George Walker Weld was an American philanthropist from a prominent Boston family, best known for funding Harvard University's Weld Boathouse and supporting rowing and other athletic pursuits.
- 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_69d02fc332c881908847e70bee4695af |
completed | April 3, 2026, 9:23 p.m. |
| NEDg | Description generation | batch_69d03133ab2081909ea8d32bd7689dec |
completed | April 3, 2026, 9:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d031db52d08190962c352014a99135 |
completed | April 3, 2026, 9:32 p.m. |
Created at: March 30, 2026, 7:08 p.m.