Triple

T1787237
Position Surface form Disambiguated ID Type / Status
Subject Elevation E39419 entity
Predicate producer P490 FINISHED
Object Marshmello
Marshmello is an American electronic music producer and DJ known for his signature marshmallow-shaped helmet and hit tracks like "Alone" and "Happier."
E199006 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: Marshmello | Statement: [Elevation, producer, Marshmello]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marshmello
Context triple: [Elevation, producer, Marshmello]
  • A. Jon Bellion
    Jon Bellion is an American singer, songwriter, rapper, and producer known for his genre-blending pop and hip-hop sound and for writing and producing hits for both himself and other major artists.
  • B. Hudson Mohawke
    Hudson Mohawke is a Scottish electronic music producer and DJ known for his influential, genre-blending work in experimental hip hop and electronic music, including production for major rap and pop artists.
  • C. KAYTRANADA
    KAYTRANADA is a Haitian-Canadian DJ and producer known for his genre-blending electronic, hip-hop, and R&B productions and critically acclaimed albums like "99.9%" and "BUBBA."
  • D. The-Dream
    The-Dream is an American singer, songwriter, and record producer known for crafting influential R&B and pop hits for himself and major artists like Rihanna, Beyoncé, and Mariah Carey.
  • E. Gesaffelstein
    Gesaffelstein is a French electronic music producer and DJ known for his dark, industrial techno sound and collaborations with major artists like Kanye West.
  • 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: Marshmello
Triple: [Elevation, producer, Marshmello]
Generated description
Marshmello is an American electronic music producer and DJ known for his signature marshmallow-shaped helmet and hit tracks like "Alone" and "Happier."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marshmello
Target entity description: Marshmello is an American electronic music producer and DJ known for his signature marshmallow-shaped helmet and hit tracks like "Alone" and "Happier."
  • A. Jon Bellion
    Jon Bellion is an American singer, songwriter, rapper, and producer known for his genre-blending pop and hip-hop sound and for writing and producing hits for both himself and other major artists.
  • B. Hudson Mohawke
    Hudson Mohawke is a Scottish electronic music producer and DJ known for his influential, genre-blending work in experimental hip hop and electronic music, including production for major rap and pop artists.
  • C. KAYTRANADA
    KAYTRANADA is a Haitian-Canadian DJ and producer known for his genre-blending electronic, hip-hop, and R&B productions and critically acclaimed albums like "99.9%" and "BUBBA."
  • D. The-Dream
    The-Dream is an American singer, songwriter, and record producer known for crafting influential R&B and pop hits for himself and major artists like Rihanna, Beyoncé, and Mariah Carey.
  • E. Gesaffelstein
    Gesaffelstein is a French electronic music producer and DJ known for his dark, industrial techno sound and collaborations with major artists like Kanye West.
  • 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_69adaab488ec81909a340aab4916b90f completed March 8, 2026, 4:58 p.m.
NED2 Entity disambiguation (via description) batch_69adaf3cd23081909dd27c5de8e3f6d2 completed March 8, 2026, 5:17 p.m.
Created at: March 4, 2026, 7:32 p.m.