Triple

T1786608
Position Surface form Disambiguated ID Type / Status
Subject Fergie E39406 entity
Predicate notableWork P4 FINISHED
Object Don't Phunk with My Heart
"Don't Phunk with My Heart" is a 2005 hit single by the Black Eyed Peas that blends hip hop and pop with playful romantic lyrics and prominent vocals by Fergie.
 E198363 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: Don't Phunk with My Heart | Statement: [Fergie, notableWork, Don't Phunk with My Heart]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Don't Phunk with My Heart
Context triple: [Fergie, notableWork, Don't Phunk with My Heart]
  • A. No Love 4 Me
    "No Love 4 Me" is a hip-hop track by DMX featuring Drag-On and Swizz Beatz, known for its aggressive delivery and appearance on the "Cradle 2 the Grave" soundtrack.
  • B. Doin' It
    "Doin' It" is a mid-1990s hip hop single by LL Cool J known for its smooth, sensual vibe and catchy chorus.
  • C. X Gon' Give It to Ya
    "X Gon' Give It to Ya" is a high-energy 2003 hip hop single by DMX known for its aggressive delivery and frequent use in films, trailers, and pop culture.
  • D. Ain't No Other Man
    "Ain't No Other Man" is a 2006 funk- and soul-influenced pop single by Christina Aguilera that served as the lead track from her album "Back to Basics" and earned her a Grammy Award for Best Female Pop Vocal Performance.
  • E. All Er Nuthin'
    "All Er Nuthin'" is a comic duet from the classic Rodgers and Hammerstein musical *Oklahoma!* in which Ado Annie and Will Parker argue about fidelity and commitment.
  • 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: Don't Phunk with My Heart
Triple: [Fergie, notableWork, Don't Phunk with My Heart]
Generated description
"Don't Phunk with My Heart" is a 2005 hit single by the Black Eyed Peas that blends hip hop and pop with playful romantic lyrics and prominent vocals by Fergie.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Don't Phunk with My Heart
Target entity description: "Don't Phunk with My Heart" is a 2005 hit single by the Black Eyed Peas that blends hip hop and pop with playful romantic lyrics and prominent vocals by Fergie.
  • A. No Love 4 Me
    "No Love 4 Me" is a hip-hop track by DMX featuring Drag-On and Swizz Beatz, known for its aggressive delivery and appearance on the "Cradle 2 the Grave" soundtrack.
  • B. Doin' It
    "Doin' It" is a mid-1990s hip hop single by LL Cool J known for its smooth, sensual vibe and catchy chorus.
  • C. X Gon' Give It to Ya
    "X Gon' Give It to Ya" is a high-energy 2003 hip hop single by DMX known for its aggressive delivery and frequent use in films, trailers, and pop culture.
  • D. Ain't No Other Man
    "Ain't No Other Man" is a 2006 funk- and soul-influenced pop single by Christina Aguilera that served as the lead track from her album "Back to Basics" and earned her a Grammy Award for Best Female Pop Vocal Performance.
  • E. All Er Nuthin'
    "All Er Nuthin'" is a comic duet from the classic Rodgers and Hammerstein musical *Oklahoma!* in which Ado Annie and Will Parker argue about fidelity and commitment.
  • 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_69a88631854081909723959921e45c2b completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa650ea238819093a15df6f9d73e2d completed March 6, 2026, 5:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada9a66da8819085867355c174adce completed March 8, 2026, 4:53 p.m.
NEDg Description generation batch_69adaab3b5008190ba5a07636fe3f2eb completed March 8, 2026, 4:58 p.m.
NED2 Entity disambiguation (via description) batch_69adaeb20390819098bad8951ec00d00 completed March 8, 2026, 5:15 p.m.
Created at: March 4, 2026, 7:32 p.m.