Triple
T17031076
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Larry Flynt |
E413193
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Peggy Flynt
Peggy Flynt is known as the wife of Larry Flynt, the controversial American publisher and founder of Hustler magazine.
|
E1361870
|
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 Flynt | Statement: [Larry Flynt, spouse, Peggy Flynt]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Peggy Flynt Context triple: [Larry Flynt, spouse, Peggy Flynt]
-
A.
Peggy Fossett
Peggy Fossett is the widow of famed American aviator and adventurer Steve Fossett, known for her involvement in preserving his legacy after his disappearance.
-
B.
Peggy Johnson
Peggy Johnson was the second wife of famed American automobile executive Lee Iacocca.
-
C.
Patty Brooks
Patty Brooks is a character in the 2004 sports drama film "Miracle," which depicts the true story of the underdog U.S. men's hockey team at the 1980 Winter Olympics.
-
D.
Peggy Stewart
Peggy Stewart was the mother of British serial killer Ian Brady, one of the perpetrators of the infamous Moors murders in the 1960s.
-
E.
Mary Beth Hughes
Mary Beth Hughes was an American film and television actress best known for her roles in 1940s Hollywood dramas and crime films.
- 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 Flynt Triple: [Larry Flynt, spouse, Peggy Flynt]
Generated description
Peggy Flynt is known as the wife of Larry Flynt, the controversial American publisher and founder of Hustler magazine.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Peggy Flynt Target entity description: Peggy Flynt is known as the wife of Larry Flynt, the controversial American publisher and founder of Hustler magazine.
-
A.
Peggy Fossett
Peggy Fossett is the widow of famed American aviator and adventurer Steve Fossett, known for her involvement in preserving his legacy after his disappearance.
-
B.
Peggy Johnson
Peggy Johnson was the second wife of famed American automobile executive Lee Iacocca.
-
C.
Patty Brooks
Patty Brooks is a character in the 2004 sports drama film "Miracle," which depicts the true story of the underdog U.S. men's hockey team at the 1980 Winter Olympics.
-
D.
Peggy Stewart
Peggy Stewart was the mother of British serial killer Ian Brady, one of the perpetrators of the infamous Moors murders in the 1960s.
-
E.
Mary Beth Hughes
Mary Beth Hughes was an American film and television actress best known for her roles in 1940s Hollywood dramas and crime films.
- 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_69d886cd18288190b006abab23f811b7 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d5d9e7d481909d3d5bd241bd68f1 |
completed | April 18, 2026, 7:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a06f232ba1c8190a30e699c556625f6 |
completed | May 15, 2026, 10:15 a.m. |
| NEDg | Description generation | batch_6a06f328c18881909948ed66d50b9eae |
completed | May 15, 2026, 10:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a06f4f990808190b3b8e21f85d20219 |
completed | May 15, 2026, 10:27 a.m. |
Created at: April 10, 2026, 5:33 a.m.