Triple
T14346618
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Laxton |
E355739
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Ava Berkofsky
Ava Berkofsky is an American cinematographer known for her acclaimed work on television series such as "Insecure," where she has been praised for her innovative lighting and visual style.
|
E1093586
|
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: Ava Berkofsky | Statement: [James Laxton, spouse, Ava Berkofsky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ava Berkofsky Context triple: [James Laxton, spouse, Ava Berkofsky]
-
A.
Ava Kolker
Ava Kolker is an American actress and singer best known for her role as Ava Morgenstern on the Disney Channel series "Girl Meets World."
-
B.
Risa Zaitschek
Risa Zaitschek is a visual artist and designer best known for creating the cover art for Neil Young’s album "Rust Never Sleeps."
-
C.
Alina Margolis
Alina Margolis was a Polish Jewish pediatrician, Holocaust survivor, and humanitarian activist known for her medical and social work, including with organizations aiding Jews during and after World War II.
-
D.
Amanda Reifer
Amanda Reifer is a Barbadian singer and former lead vocalist of the pop band Cover Drive who has gained wider recognition through high-profile collaborations in contemporary R&B and hip-hop.
-
E.
Jessica Szohr
Jessica Szohr is an American actress best known for her role as Vanessa Abrams on the television series "Gossip Girl" and later as a main cast member on the sci-fi comedy-drama "The Orville."
- 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: Ava Berkofsky Triple: [James Laxton, spouse, Ava Berkofsky]
Generated description
Ava Berkofsky is an American cinematographer known for her acclaimed work on television series such as "Insecure," where she has been praised for her innovative lighting and visual style.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ava Berkofsky Target entity description: Ava Berkofsky is an American cinematographer known for her acclaimed work on television series such as "Insecure," where she has been praised for her innovative lighting and visual style.
-
A.
Ava Kolker
Ava Kolker is an American actress and singer best known for her role as Ava Morgenstern on the Disney Channel series "Girl Meets World."
-
B.
Risa Zaitschek
Risa Zaitschek is a visual artist and designer best known for creating the cover art for Neil Young’s album "Rust Never Sleeps."
-
C.
Alina Margolis
Alina Margolis was a Polish Jewish pediatrician, Holocaust survivor, and humanitarian activist known for her medical and social work, including with organizations aiding Jews during and after World War II.
-
D.
Amanda Reifer
Amanda Reifer is a Barbadian singer and former lead vocalist of the pop band Cover Drive who has gained wider recognition through high-profile collaborations in contemporary R&B and hip-hop.
-
E.
Jessica Szohr
Jessica Szohr is an American actress best known for her role as Vanessa Abrams on the television series "Gossip Girl" and later as a main cast member on the sci-fi comedy-drama "The Orville."
- 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_69d82790a7e08190877e2d349b2e8d8e |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de8e8b81bc8190ace2a575faf55cc0 |
completed | April 14, 2026, 6:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd469f63b881909c164b1aaadcc15d |
completed | May 8, 2026, 2:12 a.m. |
| NEDg | Description generation | batch_69fd47bbc5e081908aa8b0e76661234f |
completed | May 8, 2026, 2:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd4840f0688190975d8c3c7eefb132 |
completed | May 8, 2026, 2:19 a.m. |
Created at: April 10, 2026, 1:14 a.m.