Triple
T1407585
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mark Wahlberg |
E31728
|
entity |
| Predicate | musicGroup |
P21792
|
FINISHED |
| Object |
Marky Mark and the Funky Bunch
Marky Mark and the Funky Bunch was an early 1990s American hip hop group fronted by Mark Wahlberg that achieved mainstream success with hits like "Good Vibrations."
|
E161219
|
NE FINISHED |
How this triple was built (5 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: Marky Mark and the Funky Bunch | Statement: [Mark Wahlberg, musicGroup, Marky Mark and the Funky Bunch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marky Mark and the Funky Bunch Context triple: [Mark Wahlberg, musicGroup, Marky Mark and the Funky Bunch]
-
A.
Bugzy Malone
Bugzy Malone is a British rapper and actor known for helping pioneer the grime scene in Manchester and for his role in Guy Ritchie's film "The Gentlemen."
-
B.
Namba Hips
Namba Hips is a distinctive commercial and entertainment complex in Osaka’s Namba district, known for its striking curved façade and shopping, dining, and leisure facilities.
-
C.
Donnie Trumpet & The Social Experiment
Donnie Trumpet & The Social Experiment is a Chicago-based musical collective known for its genre-blending, jazz-infused hip hop and close collaboration with Chance the Rapper.
-
D.
Machine Gun Funk
"Machine Gun Funk" is a track by The Notorious B.I.G. from his landmark debut album "Ready to Die," showcasing his gritty storytelling and smooth, laid-back flow over a funk-influenced beat.
-
E.
LMFAO
LMFAO is an American electronic dance music duo known for their party anthems like "Party Rock Anthem" and "Sexy and I Know It."
- 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: Marky Mark and the Funky Bunch Triple: [Mark Wahlberg, musicGroup, Marky Mark and the Funky Bunch]
Generated description
Marky Mark and the Funky Bunch was an early 1990s American hip hop group fronted by Mark Wahlberg that achieved mainstream success with hits like "Good Vibrations."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marky Mark and the Funky Bunch Target entity description: Marky Mark and the Funky Bunch was an early 1990s American hip hop group fronted by Mark Wahlberg that achieved mainstream success with hits like "Good Vibrations."
-
A.
Bugzy Malone
Bugzy Malone is a British rapper and actor known for helping pioneer the grime scene in Manchester and for his role in Guy Ritchie's film "The Gentlemen."
-
B.
Namba Hips
Namba Hips is a distinctive commercial and entertainment complex in Osaka’s Namba district, known for its striking curved façade and shopping, dining, and leisure facilities.
-
C.
Donnie Trumpet & The Social Experiment
Donnie Trumpet & The Social Experiment is a Chicago-based musical collective known for its genre-blending, jazz-infused hip hop and close collaboration with Chance the Rapper.
-
D.
Machine Gun Funk
"Machine Gun Funk" is a track by The Notorious B.I.G. from his landmark debut album "Ready to Die," showcasing his gritty storytelling and smooth, laid-back flow over a funk-influenced beat.
-
E.
LMFAO
LMFAO is an American electronic dance music duo known for their party anthems like "Party Rock Anthem" and "Sexy and I Know It."
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: musicGroup Context triple: [Mark Wahlberg, musicGroup, Marky Mark and the Funky Bunch]
-
A.
notableArtistGroup
chosen
Indicates that an artist is a member of, or significantly associated with, a particular artist group or collective.
-
B.
band
Indicates that multiple entities join together to form a unified group, typically for a shared purpose or activity.
-
C.
hasBand
Indicates that an entity is associated with or includes a particular band (e.g., musical group or band-like unit).
-
D.
musicBy
Indicates that a piece of music, performance, or recording is created, composed, or performed by a specified musical artist or group.
-
E.
hasBandMember
Indicates that a musical group includes a specific individual as one of its members.
- F. None of above.
Provenance (6 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_69a49918e1f88190ba610f9dc8114578 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c3bf7f0c8190aee96818de6ff4a5 |
completed | March 1, 2026, 10:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ace5770ea08190ac91b47a4ed5bf35 |
completed | March 8, 2026, 2:56 a.m. |
| NEDg | Description generation | batch_69ace62a94e88190883d25cdb748e8c1 |
completed | March 8, 2026, 2:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ace68ab3788190bc3b55dd9a0fe267 |
completed | March 8, 2026, 3:01 a.m. |
| PD | Predicate disambiguation | batch_69a4bf030a388190bc82d30b9233e873 |
completed | March 1, 2026, 10:34 p.m. |
Created at: March 1, 2026, 7:59 p.m.