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.