Triple
T22197003
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lou Duva |
E548574
|
entity |
| Predicate | trained |
P3665
|
FINISHED |
| Object |
Johnny Bumphus
Johnny Bumphus was an American professional boxer of the 1980s who held the WBA light welterweight world title.
|
E1524897
|
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: Johnny Bumphus | Statement: [Lou Duva, trained, Johnny Bumphus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Johnny Bumphus Context triple: [Lou Duva, trained, Johnny Bumphus]
-
A.
Billy Bickle
Billy Bickle is a volatile yet oddly endearing dog-kidnapper and best friend to the protagonist in the dark comedy crime film "Seven Psychopaths."
-
B.
Ernie Smuntz
Ernie Smuntz is one of the bumbling brothers at the center of the slapstick comedy film "MouseHunt," known for his increasingly desperate and chaotic attempts to catch a clever mouse in a dilapidated mansion.
-
C.
Petey Boles
Petey Boles is a central character in Harold Pinter’s play "The Birthday Party," known as the seemingly ordinary boardinghouse owner whose passive demeanor contrasts with the play’s growing menace and ambiguity.
-
D.
Max Drummey
Max Drummey is an American musician best known as the guitarist and co-founder of the indie pop band Chester French.
-
E.
Johnny Foote
Johnny Foote is a character in Kathryn Stockett’s novel "The Help," known as Celia Foote’s kind and supportive husband in 1960s Mississippi.
- 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: Johnny Bumphus Triple: [Lou Duva, trained, Johnny Bumphus]
Generated description
Johnny Bumphus was an American professional boxer of the 1980s who held the WBA light welterweight world title.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Johnny Bumphus Target entity description: Johnny Bumphus was an American professional boxer of the 1980s who held the WBA light welterweight world title.
-
A.
Billy Bickle
Billy Bickle is a volatile yet oddly endearing dog-kidnapper and best friend to the protagonist in the dark comedy crime film "Seven Psychopaths."
-
B.
Ernie Smuntz
Ernie Smuntz is one of the bumbling brothers at the center of the slapstick comedy film "MouseHunt," known for his increasingly desperate and chaotic attempts to catch a clever mouse in a dilapidated mansion.
-
C.
Petey Boles
Petey Boles is a central character in Harold Pinter’s play "The Birthday Party," known as the seemingly ordinary boardinghouse owner whose passive demeanor contrasts with the play’s growing menace and ambiguity.
-
D.
Max Drummey
Max Drummey is an American musician best known as the guitarist and co-founder of the indie pop band Chester French.
-
E.
Johnny Foote
Johnny Foote is a character in Kathryn Stockett’s novel "The Help," known as Celia Foote’s kind and supportive husband in 1960s Mississippi.
- 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_69e11e3ecc7c8190b5f94cd8f42e9d37 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f12ae7c72081909b7817d66391bef4 |
completed | April 28, 2026, 9:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0aa612ee34819086a5af4bdb3676df |
completed | May 18, 2026, 5:39 a.m. |
| NEDg | Description generation | batch_6a0aa6b04798819088ab3ed8c3fe53af |
completed | May 18, 2026, 5:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0aa72467d4819093f84573de7c8da2 |
completed | May 18, 2026, 5:44 a.m. |
Created at: April 16, 2026, 8:35 p.m.