Triple
T2804800
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Naomi Biden |
E54025
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Peter Neal
Peter Neal is an American lawyer known for being married to Naomi Biden, the granddaughter of U.S. President Joe Biden.
|
E340211
|
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: Peter Neal | Statement: [Naomi Biden, spouse, Peter Neal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Peter Neal Context triple: [Naomi Biden, spouse, Peter Neal]
-
A.
Eddie Bracken
Eddie Bracken was an American comedic actor known for his roles in 1940s and 1950s film comedies and Broadway productions.
-
B.
Sterling Hayden
Sterling Hayden was an American actor and World War II hero known for his rugged film roles and his clandestine service as a Marine and OSS operative.
-
C.
Anthony Quinn
Anthony Quinn was a Mexican-American actor, painter, and writer best known for his Academy Award–winning film roles and his iconic performance in "Zorba the Greek."
-
D.
Victor Mature
Victor Mature was an American film actor known for his rugged leading-man roles in 1940s and 1950s Hollywood epics and adventure films.
-
E.
John Gavin
John Gavin was an American film actor and diplomat best known for his leading roles in classic films of the late 1950s and early 1960s, including "Psycho" and "Imitation of Life."
- 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: Peter Neal Triple: [Naomi Biden, spouse, Peter Neal]
Generated description
Peter Neal is an American lawyer known for being married to Naomi Biden, the granddaughter of U.S. President Joe Biden.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Peter Neal Target entity description: Peter Neal is an American lawyer known for being married to Naomi Biden, the granddaughter of U.S. President Joe Biden.
-
A.
Eddie Bracken
Eddie Bracken was an American comedic actor known for his roles in 1940s and 1950s film comedies and Broadway productions.
-
B.
Sterling Hayden
Sterling Hayden was an American actor and World War II hero known for his rugged film roles and his clandestine service as a Marine and OSS operative.
-
C.
Anthony Quinn
Anthony Quinn was a Mexican-American actor, painter, and writer best known for his Academy Award–winning film roles and his iconic performance in "Zorba the Greek."
-
D.
Victor Mature
Victor Mature was an American film actor known for his rugged leading-man roles in 1940s and 1950s Hollywood epics and adventure films.
-
E.
John Gavin
John Gavin was an American film actor and diplomat best known for his leading roles in classic films of the late 1950s and early 1960s, including "Psycho" and "Imitation of Life."
- 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_69ab49dcee188190b5c6eca9ae9e3469 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abde1525888190b3c04e10043c67d6 |
completed | March 7, 2026, 8:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b276bd909c8190a227ae7af6f41547 |
completed | March 12, 2026, 8:18 a.m. |
| NEDg | Description generation | batch_69b27a91eea881909cf62ec7a102e798 |
completed | March 12, 2026, 8:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b27b51403c8190a7244cc1d96bf9a4 |
completed | March 12, 2026, 8:37 a.m. |
Created at: March 6, 2026, 9:59 p.m.