Triple
T14260546
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Melendez |
E353503
|
entity |
| Predicate | nickname |
P55
|
FINISHED |
| Object |
Stuttering John
Stuttering John is an American radio personality, comedian, and former Howard Stern Show staffer known for his prank interviews and distinctive speech impediment.
|
E1089824
|
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: Stuttering John | Statement: [John Melendez, nickname, Stuttering John]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stuttering John Context triple: [John Melendez, nickname, Stuttering John]
-
A.
Stutter
"Stutter" is a creative work associated with Joe, likely recognized as one of his more prominent or influential pieces.
-
B.
Stutterer
Stutterer is a 2015 Irish short film that follows a young man with a severe stutter as he struggles with communication and an impending face-to-face meeting with his online girlfriend.
-
C.
Billy Stumps
Billy Stumps is a recurring character in the animated series "Kick Buttowski: Suburban Daredevil," known as a legendary, over-the-top stuntman idolized by the show's protagonist.
-
D.
Handsome Johnny
"Handsome Johnny" is a 1960s anti-war protest song co-written and performed by folk singer Richie Havens, known for its powerful critique of militarism and social injustice.
-
E.
Baby John
Baby John was an influential Indian politician from Kerala known for his leadership in the Revolutionary Socialist Party and his long tenure as a legislator and minister.
- 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: Stuttering John Triple: [John Melendez, nickname, Stuttering John]
Generated description
Stuttering John is an American radio personality, comedian, and former Howard Stern Show staffer known for his prank interviews and distinctive speech impediment.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stuttering John Target entity description: Stuttering John is an American radio personality, comedian, and former Howard Stern Show staffer known for his prank interviews and distinctive speech impediment.
-
A.
Stutter
"Stutter" is a creative work associated with Joe, likely recognized as one of his more prominent or influential pieces.
-
B.
Stutterer
Stutterer is a 2015 Irish short film that follows a young man with a severe stutter as he struggles with communication and an impending face-to-face meeting with his online girlfriend.
-
C.
Billy Stumps
Billy Stumps is a recurring character in the animated series "Kick Buttowski: Suburban Daredevil," known as a legendary, over-the-top stuntman idolized by the show's protagonist.
-
D.
Handsome Johnny
"Handsome Johnny" is a 1960s anti-war protest song co-written and performed by folk singer Richie Havens, known for its powerful critique of militarism and social injustice.
-
E.
Baby John
Baby John was an influential Indian politician from Kerala known for his leadership in the Revolutionary Socialist Party and his long tenure as a legislator and minister.
- 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_69d8278c43e08190824146f4632b89a5 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de635534988190816fdfb315cd2a3f |
completed | April 14, 2026, 3:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd3260fdf88190b482480a17bd6674 |
completed | May 8, 2026, 12:46 a.m. |
| NEDg | Description generation | batch_69fd33cba18481908f2dfe358017f11b |
completed | May 8, 2026, 12:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd346ffb9c81909ec28e514ea5451b |
completed | May 8, 2026, 12:55 a.m. |
Created at: April 10, 2026, 1:09 a.m.