Triple

T7890967
Position Surface form Disambiguated ID Type / Status
Subject Joshua Karpeh E183230 entity
Predicate hasCollaboratedWith P8554 FINISHED
Object Remi Wolf
Remi Wolf is an American singer-songwriter and producer known for her eclectic, funk-infused pop sound and vibrant, playful aesthetic.
 E696438 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: Remi Wolf | Statement: [Joshua Karpeh, hasCollaboratedWith, Remi Wolf]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Remi Wolf
Context triple: [Joshua Karpeh, hasCollaboratedWith, Remi Wolf]
  • A. Benjamin Biolay
    Benjamin Biolay is a French singer-songwriter, musician, and producer known for his melancholic pop style and influential role in contemporary French chanson.
  • B. Porter Robinson
    Porter Robinson is an American electronic music producer and DJ known for his emotive, genre-blending albums like "Worlds" and "Nurture" and his influential role in modern EDM.
  • C. Jordan Schur
    Jordan Schur is an American music and film executive and producer known for founding Flip Records and co-founding Suretone Records, working with major rock bands and producing various film projects.
  • D. Maggie Rogers
    Maggie Rogers is a fictional African American maid and central character in the television miniseries "Backstairs at the White House," which dramatizes the lives of White House domestic staff across several U.S. presidencies.
  • E. Maggie Rogers
    Maggie Rogers is an American singer-songwriter and producer known for her blend of folk, pop, and electronic music and her breakout hit "Alaska."
  • 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: Remi Wolf
Triple: [Joshua Karpeh, hasCollaboratedWith, Remi Wolf]
Generated description
Remi Wolf is an American singer-songwriter and producer known for her eclectic, funk-infused pop sound and vibrant, playful aesthetic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Remi Wolf
Target entity description: Remi Wolf is an American singer-songwriter and producer known for her eclectic, funk-infused pop sound and vibrant, playful aesthetic.
  • A. Benjamin Biolay
    Benjamin Biolay is a French singer-songwriter, musician, and producer known for his melancholic pop style and influential role in contemporary French chanson.
  • B. Porter Robinson
    Porter Robinson is an American electronic music producer and DJ known for his emotive, genre-blending albums like "Worlds" and "Nurture" and his influential role in modern EDM.
  • C. Jordan Schur
    Jordan Schur is an American music and film executive and producer known for founding Flip Records and co-founding Suretone Records, working with major rock bands and producing various film projects.
  • D. Maggie Rogers
    Maggie Rogers is a fictional African American maid and central character in the television miniseries "Backstairs at the White House," which dramatizes the lives of White House domestic staff across several U.S. presidencies.
  • E. Maggie Rogers
    Maggie Rogers is an American singer-songwriter and producer known for her blend of folk, pop, and electronic music and her breakout hit "Alaska."
  • 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_69ca828c474c8190a254d6499871eaff completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb39ee137081908e87e35016c3a176 completed March 31, 2026, 3:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5ba51ee48190b654a931da2c049f completed March 31, 2026, 5:29 a.m.
NEDg Description generation batch_69cb5f1e84fc8190b535016cb69405b4 completed March 31, 2026, 5:43 a.m.
NED2 Entity disambiguation (via description) batch_69cb769944d08190ba8c2f5fe76e037b completed March 31, 2026, 7:24 a.m.
Created at: March 30, 2026, 5 p.m.