Triple
T4479298
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sherman Klump |
E100087
|
entity |
| Predicate | transformsInto |
P631
|
FINISHED |
| Object | Buddy Love |
E335264
|
NE FINISHED |
How this triple was built (3 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: Buddy Love | Statement: [Sherman Klump, transformsInto, Buddy Love]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Buddy Love Context triple: [Sherman Klump, transformsInto, Buddy Love]
-
A.
Buddy Love
chosen
Buddy Love is the brash, womanizing alter ego of Professor Sherman Klump in the Nutty Professor films, embodying his unleashed id and confidence.
-
B.
Buddy Young Jr.
Buddy Young Jr. is the brash, aging stand-up comedian at the center of the film "Mr. Saturday Night," whose career highs and personal flaws are explored with both humor and pathos.
-
C.
Johnny Lovo
Johnny Lovo is a crime boss character in the 1932 gangster film "Scarface," serving as an early mentor and rival to the ambitious protagonist Tony Camonte.
-
D.
Benny
Benny is a common diminutive form of the given name Benedict, often used as a familiar or affectionate nickname.
-
E.
Buddy Pepper
Buddy Pepper was an American actor, pianist, and songwriter active in mid-20th-century Hollywood, known for his character roles and contributions to film music.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: transformsInto Context triple: [Sherman Klump, transformsInto, Buddy Love]
-
A.
transformsUnder
Indicates a relationship where one entity changes form, state, or structure when subjected to the influence, conditions, or operation specified by another entity.
-
B.
transformType
Indicates that one entity is converted or changed from its original form into another specified type or form.
-
C.
convertsTo
chosen
Indicates that one entity is transformed or changed into another entity, typically resulting in a different state, form, or representation.
-
D.
transformedWith
Indicates that one entity has been changed, altered, or converted into a different state, form, or representation through the use or application of another specified entity (such as a tool, method, or process).
-
E.
convertedBy
Indicates that one entity has been transformed or changed in form, state, or representation through the action or process performed by another entity.
- F. None of above.
Provenance (4 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_69b34553cbe48190afa8ac1cac285b86 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35728ed508190ba0e882fa62d8848 |
completed | March 13, 2026, 12:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b63776ae008190a7668cddf1a42df3 |
completed | March 15, 2026, 4:37 a.m. |
| PD | Predicate disambiguation | batch_69b3563d63008190816e37027e761375 |
completed | March 13, 2026, 12:11 a.m. |
Created at: March 12, 2026, 11:35 p.m.