Triple
T10031626
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aaron Neville |
E204864
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Sarah Ann Friedman
Sarah Ann Friedman is best known as the wife of American R&B and soul singer Aaron Neville.
|
E849395
|
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: Sarah Ann Friedman | Statement: [Aaron Neville, spouse, Sarah Ann Friedman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sarah Ann Friedman Context triple: [Aaron Neville, spouse, Sarah Ann Friedman]
-
A.
Liz Friedman
Liz Friedman is an American television writer and producer known for her work on series such as The Good Doctor, House, and Xena: Warrior Princess.
-
B.
Shamma Friedman
Shamma Friedman is a prominent Talmudic scholar known for his critical textual and philological studies of rabbinic literature and his contributions to the academic study of the Talmud.
-
C.
Molly Friedman
Molly Friedman is the daughter of American novelist and screenwriter Bruce Jay Friedman.
-
D.
Susan Friedlander
Susan Friedlander is an American mathematician known for her contributions to fluid dynamics and partial differential equations, as well as for her leadership roles in the mathematical community.
-
E.
Rebecca Feldman
Rebecca Feldman is a theater artist best known for creating the original improvisational concept that evolved into the Tony Award–winning musical "The 25th Annual Putnam County Spelling Bee."
- 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: Sarah Ann Friedman Triple: [Aaron Neville, spouse, Sarah Ann Friedman]
Generated description
Sarah Ann Friedman is best known as the wife of American R&B and soul singer Aaron Neville.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sarah Ann Friedman Target entity description: Sarah Ann Friedman is best known as the wife of American R&B and soul singer Aaron Neville.
-
A.
Liz Friedman
Liz Friedman is an American television writer and producer known for her work on series such as The Good Doctor, House, and Xena: Warrior Princess.
-
B.
Shamma Friedman
Shamma Friedman is a prominent Talmudic scholar known for his critical textual and philological studies of rabbinic literature and his contributions to the academic study of the Talmud.
-
C.
Molly Friedman
Molly Friedman is the daughter of American novelist and screenwriter Bruce Jay Friedman.
-
D.
Susan Friedlander
Susan Friedlander is an American mathematician known for her contributions to fluid dynamics and partial differential equations, as well as for her leadership roles in the mathematical community.
-
E.
Rebecca Feldman
Rebecca Feldman is a theater artist best known for creating the original improvisational concept that evolved into the Tony Award–winning musical "The 25th Annual Putnam County Spelling Bee."
- 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_69ca834d77188190ad645e33e8ca3200 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cdce461d6481908cc8f968856e0337 |
completed | April 2, 2026, 2:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d6528677f88190b259d5a25ddc290b |
completed | April 8, 2026, 1:05 p.m. |
| NEDg | Description generation | batch_69d6535e9b9c81908f26d204b07ad713 |
completed | April 8, 2026, 1:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d65455d7848190a5f4d3c47a8706b7 |
completed | April 8, 2026, 1:12 p.m. |
Created at: March 30, 2026, 8:54 p.m.