Triple

T1970187
Position Surface form Disambiguated ID Type / Status
Subject Pharrell Williams E42780 entity
Predicate notableWork P4 FINISHED
Object Frontin' (single)
"Frontin'" is a 2003 R&B/hip-hop single by Pharrell Williams featuring Jay-Z that became one of Pharrell's breakout solo hits and a defining track of early-2000s Neptunes production.
 E219437 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: Frontin' (single) | Statement: [Pharrell Williams, notableWork, Frontin' (single)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Frontin' (single)
Context triple: [Pharrell Williams, notableWork, Frontin' (single)]
  • A. Frankie Fell in Love
    "Frankie Fell in Love" is a rock song by Bruce Springsteen, featured on his 2014 album *High Hopes*, that blends romantic storytelling with his signature heartland rock sound.
  • B. Only One Year
    "Only One Year" is a memoir by Svetlana Alliluyeva, Joseph Stalin’s daughter, recounting her experiences and disillusionment with life in the Soviet Union.
  • C. Song to Song
    Song to Song is a 2017 experimental romantic drama film directed by Terrence Malick, known for its impressionistic narrative, Austin music-scene setting, and fluid, visually striking cinematography.
  • D. Livin' on the Run
    "Livin' on the Run" is a pop-rock album by American actor and singer Scott Grimes, showcasing his melodic songwriting and vocal talents.
  • E. Doin' It
    "Doin' It" is a mid-1990s hip hop single by LL Cool J known for its smooth, sensual vibe and catchy chorus.
  • 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: Frontin' (single)
Triple: [Pharrell Williams, notableWork, Frontin' (single)]
Generated description
"Frontin'" is a 2003 R&B/hip-hop single by Pharrell Williams featuring Jay-Z that became one of Pharrell's breakout solo hits and a defining track of early-2000s Neptunes production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Frontin' (single)
Target entity description: "Frontin'" is a 2003 R&B/hip-hop single by Pharrell Williams featuring Jay-Z that became one of Pharrell's breakout solo hits and a defining track of early-2000s Neptunes production.
  • A. Frankie Fell in Love
    "Frankie Fell in Love" is a rock song by Bruce Springsteen, featured on his 2014 album *High Hopes*, that blends romantic storytelling with his signature heartland rock sound.
  • B. Only One Year
    "Only One Year" is a memoir by Svetlana Alliluyeva, Joseph Stalin’s daughter, recounting her experiences and disillusionment with life in the Soviet Union.
  • C. Song to Song
    Song to Song is a 2017 experimental romantic drama film directed by Terrence Malick, known for its impressionistic narrative, Austin music-scene setting, and fluid, visually striking cinematography.
  • D. Livin' on the Run
    "Livin' on the Run" is a pop-rock album by American actor and singer Scott Grimes, showcasing his melodic songwriting and vocal talents.
  • E. Doin' It
    "Doin' It" is a mid-1990s hip hop single by LL Cool J known for its smooth, sensual vibe and catchy chorus.
  • 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_69a88711151c8190940b2572095059d7 completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb3d17274819084cd352a3d2a8151 completed March 7, 2026, 5:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69adfbd9a2dc81909f86fdfa9c646dd0 completed March 8, 2026, 10:44 p.m.
NEDg Description generation batch_69adfc6e40f081909682afd84f4e9338 completed March 8, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69adfd9fa4cc81909734a147626da4d1 completed March 8, 2026, 10:52 p.m.
Created at: March 4, 2026, 7:36 p.m.