Triple
T4420310
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amy Carter |
E95080
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
James Wentzel
James Wentzel is an American computer consultant best known as the husband of Amy Carter, the daughter of former U.S. President Jimmy Carter.
|
E438129
|
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 Wentzel | Statement: [Amy Carter, spouse, James Wentzel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Wentzel Context triple: [Amy Carter, spouse, James Wentzel]
-
A.
James Robb
James Robb was a senior Royal Air Force officer who rose to high command during and after the Second World War, including leadership of Fighter Command.
-
B.
Marc Tarpenning
Marc Tarpenning is an American engineer and entrepreneur best known as a co-founder of electric vehicle and clean energy company Tesla, Inc.
-
C.
Benjamin Walker
Benjamin Walker is an American actor and stand-up comedian known for roles in films like "Abraham Lincoln: Vampire Hunter" and "In the Heart of the Sea," as well as on stage in productions such as "Bloody Bloody Andrew Jackson."
-
D.
Beau Flynn
Beau Flynn is an American film producer known for backing large-scale Hollywood action and adventure movies, frequently collaborating with Dwayne Johnson on projects such as "San Andreas," "Rampage," and "Skyscraper."
-
E.
Ethan Embry
Ethan Embry is an American actor known for his roles in 1990s films such as "Empire Records," "Can't Hardly Wait," and various television series.
- 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 Wentzel Triple: [Amy Carter, spouse, James Wentzel]
Generated description
James Wentzel is an American computer consultant best known as the husband of Amy Carter, the daughter of former U.S. President Jimmy Carter.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Wentzel Target entity description: James Wentzel is an American computer consultant best known as the husband of Amy Carter, the daughter of former U.S. President Jimmy Carter.
-
A.
James Robb
James Robb was a senior Royal Air Force officer who rose to high command during and after the Second World War, including leadership of Fighter Command.
-
B.
Marc Tarpenning
Marc Tarpenning is an American engineer and entrepreneur best known as a co-founder of electric vehicle and clean energy company Tesla, Inc.
-
C.
Benjamin Walker
Benjamin Walker is an American actor and stand-up comedian known for roles in films like "Abraham Lincoln: Vampire Hunter" and "In the Heart of the Sea," as well as on stage in productions such as "Bloody Bloody Andrew Jackson."
-
D.
Beau Flynn
Beau Flynn is an American film producer known for backing large-scale Hollywood action and adventure movies, frequently collaborating with Dwayne Johnson on projects such as "San Andreas," "Rampage," and "Skyscraper."
-
E.
Ethan Embry
Ethan Embry is an American actor known for his roles in 1990s films such as "Empire Records," "Can't Hardly Wait," and various television series.
- 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_69b3453a36908190b95a79a297ca083c |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3551fae7c8190abafda0d78f02d89 |
completed | March 13, 2026, 12:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5f623c958819087630c16b6ac8cb8 |
completed | March 14, 2026, 11:58 p.m. |
| NEDg | Description generation | batch_69b5f9f26ef88190842e01d952e52125 |
completed | March 15, 2026, 12:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5faa6bfe881908a76c6c54f89feda |
completed | March 15, 2026, 12:17 a.m. |
Created at: March 12, 2026, 11:30 p.m.