Triple
T23021204
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Calvert DeForest |
E573167
|
entity |
| Predicate | stageName |
P7872
|
FINISHED |
| Object |
Larry "Bud" Melman
Larry "Bud" Melman was the quirky, deadpan comedic character portrayed by Calvert DeForest, best known for his frequent and offbeat appearances on Late Night with David Letterman.
|
E1586365
|
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: Larry "Bud" Melman | Statement: [Calvert DeForest, stageName, Larry "Bud" Melman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Larry "Bud" Melman Context triple: [Calvert DeForest, stageName, Larry "Bud" Melman]
-
A.
Bud Bergstein
Bud Bergstein is a central character in the television series "Grace and Frankie," known as one of Sol and Robert's sons who often serves as a grounded, responsible presence amid his family's chaos.
-
B.
Burt Hartman
Burt Hartman is a fictional character known primarily as an antagonist in the Texas Chainsaw Massacre film continuity, particularly in relation to Heather Miller.
-
C.
Burt Blumert
Burt Blumert was an American businessman and libertarian activist known for his close association with economist Murray Rothbard and his role in promoting Austrian economics and libertarian ideas.
-
D.
Bud Prager
Bud Prager was a prominent American music manager and record producer best known for his work with rock bands such as Foreigner.
-
E.
Mort Engelberg
Mort Engelberg is an American film producer and production manager known for his work on movies such as the 1980 thriller "Inferno."
- 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: Larry "Bud" Melman Triple: [Calvert DeForest, stageName, Larry "Bud" Melman]
Generated description
Larry "Bud" Melman was the quirky, deadpan comedic character portrayed by Calvert DeForest, best known for his frequent and offbeat appearances on Late Night with David Letterman.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Larry "Bud" Melman Target entity description: Larry "Bud" Melman was the quirky, deadpan comedic character portrayed by Calvert DeForest, best known for his frequent and offbeat appearances on Late Night with David Letterman.
-
A.
Bud Bergstein
Bud Bergstein is a central character in the television series "Grace and Frankie," known as one of Sol and Robert's sons who often serves as a grounded, responsible presence amid his family's chaos.
-
B.
Burt Hartman
Burt Hartman is a fictional character known primarily as an antagonist in the Texas Chainsaw Massacre film continuity, particularly in relation to Heather Miller.
-
C.
Burt Blumert
Burt Blumert was an American businessman and libertarian activist known for his close association with economist Murray Rothbard and his role in promoting Austrian economics and libertarian ideas.
-
D.
Bud Prager
Bud Prager was a prominent American music manager and record producer best known for his work with rock bands such as Foreigner.
-
E.
Mort Engelberg
Mort Engelberg is an American film producer and production manager known for his work on movies such as the 1980 thriller "Inferno."
- 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_69e245b821008190b0e09cb02092aae1 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f183e9208081908fdbb8e21cacedde |
completed | April 29, 2026, 4:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c67729c508190b90b2b7c7d1444f9 |
completed | May 19, 2026, 1:36 p.m. |
| NEDg | Description generation | batch_6a0c72132a608190b44c96de39b7187a |
completed | May 19, 2026, 2:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c76ed37b08190af81b4ae2dc7c028 |
completed | May 19, 2026, 2:42 p.m. |
Created at: April 17, 2026, 3:52 p.m.