Triple
T16229458
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bad Boys |
E393940
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object | Jim Mulholland |
—
|
NE NERFINISHED |
Named-entity recognition
Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.
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: Jim Mulholland | Statement: [Bad Boys, screenwriter, Jim Mulholland]
Disambiguation candidates (2 decisions)
The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jim Mulholland Context triple: [Bad Boys, screenwriter, Jim Mulholland]
-
A.
William Mulloy
William Mulloy was an American archaeologist best known for his pioneering restoration and conservation work on the moai and ceremonial sites of Easter Island (Rapa Nui).
-
B.
Patrick Mulvaney
Patrick Mulvaney is one of the central members of the Mulvaney family in Joyce Carol Oates’s novel "We Were the Mulvaneys," whose experiences reflect the story’s themes of trauma, family dissolution, and the struggle for redemption.
-
C.
George Mullen
George Mullen is a relatively obscure individual whose name is notably recorded as a bearer of the surname Mullen.
-
D.
Herbert Burns
Herbert Burns is a Brazilian mixed martial artist and Brazilian jiu-jitsu specialist who has competed in major promotions such as the UFC.
-
E.
Joseph Flavelle
Joseph Flavelle was a prominent Canadian businessman and philanthropist who became one of Toronto’s leading meat packers and a key figure in national economic and charitable affairs in the late 19th and early 20th centuries.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jim Mulholland Target entity description: Jim Mulholland is an American screenwriter known for his work on action-comedy films, including contributing to the script of "Bad Boys."
-
A.
William Mulloy
William Mulloy was an American archaeologist best known for his pioneering restoration and conservation work on the moai and ceremonial sites of Easter Island (Rapa Nui).
-
B.
Patrick Mulvaney
Patrick Mulvaney is one of the central members of the Mulvaney family in Joyce Carol Oates’s novel "We Were the Mulvaneys," whose experiences reflect the story’s themes of trauma, family dissolution, and the struggle for redemption.
-
C.
George Mullen
George Mullen is a relatively obscure individual whose name is notably recorded as a bearer of the surname Mullen.
-
D.
Herbert Burns
Herbert Burns is a Brazilian mixed martial artist and Brazilian jiu-jitsu specialist who has competed in major promotions such as the UFC.
-
E.
Joseph Flavelle
Joseph Flavelle was a prominent Canadian businessman and philanthropist who became one of Toronto’s leading meat packers and a key figure in national economic and charitable affairs in the late 19th and early 20th centuries.
- F. None of above. chosen
Provenance (2 batches)
| Stage | Batch ID | Job type | Status |
|---|---|---|---|
| creating | batch_69d87f204df88190a8f88923decf9835 |
elicitation | completed |
| NER | batch_69e23d2889688190ac04e4e9479cabf4 |
ner | completed |
Created at: April 10, 2026, 5:03 a.m.