Triple
T3798694
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grown Ups 2 |
E91634
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Marcus Higgins
Marcus Higgins is a comedic character portrayed by David Spade in the Grown Ups film series, known as one of Lenny Feder’s immature but loyal childhood friends.
|
E388931
|
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: Marcus Higgins | Statement: [Grown Ups 2, mainCharacter, Marcus Higgins]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marcus Higgins Context triple: [Grown Ups 2, mainCharacter, Marcus Higgins]
-
A.
Sheridan Whiteside
Sheridan Whiteside is a sharp-tongued, eccentric radio personality and critic whose domineering, witty presence drives the comedic chaos in the play "The Man Who Came to Dinner."
-
B.
Josh Hart
Josh Hart is an American professional basketball player and former Villanova University standout known for his versatility, rebounding, and two-way play on the wing.
-
C.
Tavon Garris
Tavon Garris is a character in the crime drama television series "The Shield," involved in the gritty, morally complex world surrounding the show's central police unit.
-
D.
Ben McLemore
Ben McLemore is an American professional basketball player known for his sharpshooting ability, particularly from three-point range, in the NBA.
-
E.
Jerian Grant
Jerian Grant is an American professional basketball player known for his collegiate career at Notre Dame and subsequent play in the NBA and overseas.
- 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: Marcus Higgins Triple: [Grown Ups 2, mainCharacter, Marcus Higgins]
Generated description
Marcus Higgins is a comedic character portrayed by David Spade in the Grown Ups film series, known as one of Lenny Feder’s immature but loyal childhood friends.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marcus Higgins Target entity description: Marcus Higgins is a comedic character portrayed by David Spade in the Grown Ups film series, known as one of Lenny Feder’s immature but loyal childhood friends.
-
A.
Sheridan Whiteside
Sheridan Whiteside is a sharp-tongued, eccentric radio personality and critic whose domineering, witty presence drives the comedic chaos in the play "The Man Who Came to Dinner."
-
B.
Josh Hart
Josh Hart is an American professional basketball player and former Villanova University standout known for his versatility, rebounding, and two-way play on the wing.
-
C.
Tavon Garris
Tavon Garris is a character in the crime drama television series "The Shield," involved in the gritty, morally complex world surrounding the show's central police unit.
-
D.
Ben McLemore
Ben McLemore is an American professional basketball player known for his sharpshooting ability, particularly from three-point range, in the NBA.
-
E.
Jerian Grant
Jerian Grant is an American professional basketball player known for his collegiate career at Notre Dame and subsequent play in the NBA and overseas.
- 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_69aed96354f48190a768966d6bd19b04 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aee7a270908190ac30537a22f3d500 |
completed | March 9, 2026, 3:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4f064471881908b52b2f64e50a83d |
completed | March 14, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_69b4f1fae7ac8190909b05c0d685e377 |
completed | March 14, 2026, 5:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4f29e5fb48190982ab2844eb8c179 |
completed | March 14, 2026, 5:31 a.m. |
Created at: March 9, 2026, 3:15 p.m.