Triple
T9988257
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David Lynch |
E196821
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Peggy Reavey
Peggy Reavey is an American painter and the first wife of filmmaker David Lynch, known for her work in visual arts and her influence during Lynch’s early creative years.
|
E866744
|
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: Peggy Reavey | Statement: [David Lynch, spouse, Peggy Reavey]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Peggy Reavey Context triple: [David Lynch, spouse, Peggy Reavey]
-
A.
Betsy McCaughey
Betsy McCaughey is an American politician, writer, and former Lieutenant Governor of New York known for her conservative commentary and opposition to certain health care reforms.
-
B.
Shirley Sullivan
Shirley Sullivan is best known as the mother of American actor Cuba Gooding Jr.
-
C.
Michelle Flaherty
Michelle Flaherty is a central comedic character in the American Pie film series, known for her quirky, enthusiastic personality and memorable one-liners.
-
D.
Nancy O’Malley
Nancy O’Malley is an American prosecutor known for serving as the elected District Attorney of Alameda County, California, and for her work on criminal justice reform and victim advocacy.
-
E.
Kathleen Brennan
Kathleen Brennan is an American songwriter and producer best known for her long-running creative partnership and marriage with musician Tom Waits, co-writing and shaping much of his later work.
- 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: Peggy Reavey Triple: [David Lynch, spouse, Peggy Reavey]
Generated description
Peggy Reavey is an American painter and the first wife of filmmaker David Lynch, known for her work in visual arts and her influence during Lynch’s early creative years.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Peggy Reavey Target entity description: Peggy Reavey is an American painter and the first wife of filmmaker David Lynch, known for her work in visual arts and her influence during Lynch’s early creative years.
-
A.
Betsy McCaughey
Betsy McCaughey is an American politician, writer, and former Lieutenant Governor of New York known for her conservative commentary and opposition to certain health care reforms.
-
B.
Shirley Sullivan
Shirley Sullivan is best known as the mother of American actor Cuba Gooding Jr.
-
C.
Michelle Flaherty
Michelle Flaherty is a central comedic character in the American Pie film series, known for her quirky, enthusiastic personality and memorable one-liners.
-
D.
Nancy O’Malley
Nancy O’Malley is an American prosecutor known for serving as the elected District Attorney of Alameda County, California, and for her work on criminal justice reform and victim advocacy.
-
E.
Kathleen Brennan
Kathleen Brennan is an American songwriter and producer best known for her long-running creative partnership and marriage with musician Tom Waits, co-writing and shaping much of his later work.
- 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_69ca82f1678c819093d06320a05f16a4 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdc79e10408190bcb4e55b6a0df79c |
completed | April 2, 2026, 1:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d8dbe24a64819098bc94a8a62cc46b |
completed | April 10, 2026, 11:15 a.m. |
| NEDg | Description generation | batch_69d8e8c683608190aa4333ed38e79f53 |
completed | April 10, 2026, 12:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d901c7684c8190837ed9ef0c2428af |
completed | April 10, 2026, 1:57 p.m. |
Created at: March 30, 2026, 8:50 p.m.