Triple

T524322
Position Surface form Disambiguated ID Type / Status
Subject Un-Thinkable (I'm Ready) E10884 entity
Predicate writer P1360 FINISHED
Object Aubrey Graham
Aubrey Graham, better known by his stage name Drake, is a Canadian rapper, singer, songwriter, and actor who became one of the most influential figures in contemporary hip hop and R&B.
 E65206 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: Aubrey Graham | Statement: [Un-Thinkable (I'm Ready), writer, Aubrey Graham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Aubrey Graham
Context triple: [Un-Thinkable (I'm Ready), writer, Aubrey Graham]
  • A. Adin Yutzy
    Adin Yutzy was an Amish parent involved in the landmark U.S. Supreme Court case Wisconsin v. Yoder, which addressed compulsory education laws and religious freedom.
  • B. Benny Beaver
    Benny Beaver is the costumed beaver mascot representing Oregon State University at its athletic events and school functions.
  • C. Ashton Kutcher
    Ashton Kutcher is an American actor, producer, and entrepreneur known for his roles in television sitcoms like "That '70s Show" and "Two and a Half Men," as well as his work in film and tech investing.
  • D. Zach Staenberg
    Zach Staenberg is an American film editor best known for his Academy Award–winning work on "The Matrix" and its sequels.
  • E. Miles Aldridge
    Miles Aldridge is a British fashion photographer and artist known for his highly stylized, vividly colored, and cinematic images.
  • 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: Aubrey Graham
Triple: [Un-Thinkable (I'm Ready), writer, Aubrey Graham]
Generated description
Aubrey Graham, better known by his stage name Drake, is a Canadian rapper, singer, songwriter, and actor who became one of the most influential figures in contemporary hip hop and R&B.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Aubrey Graham
Target entity description: Aubrey Graham, better known by his stage name Drake, is a Canadian rapper, singer, songwriter, and actor who became one of the most influential figures in contemporary hip hop and R&B.
  • A. Adin Yutzy
    Adin Yutzy was an Amish parent involved in the landmark U.S. Supreme Court case Wisconsin v. Yoder, which addressed compulsory education laws and religious freedom.
  • B. Benny Beaver
    Benny Beaver is the costumed beaver mascot representing Oregon State University at its athletic events and school functions.
  • C. Ashton Kutcher
    Ashton Kutcher is an American actor, producer, and entrepreneur known for his roles in television sitcoms like "That '70s Show" and "Two and a Half Men," as well as his work in film and tech investing.
  • D. Zach Staenberg
    Zach Staenberg is an American film editor best known for his Academy Award–winning work on "The Matrix" and its sequels.
  • E. Miles Aldridge
    Miles Aldridge is a British fashion photographer and artist known for his highly stylized, vividly colored, and cinematic images.
  • 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_69a2e84b16c4819088d284c47c3a7968 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1b656c08190b387f21b06d99e68 completed Feb. 28, 2026, 1:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4ab224e008190b233b04b0a432b83 completed March 1, 2026, 9:09 p.m.
NEDg Description generation batch_69a4ab94bd988190a91a592622a9d77f completed March 1, 2026, 9:11 p.m.
NED2 Entity disambiguation (via description) batch_69a4ac04fb78819093c85d04b90cc8cb completed March 1, 2026, 9:13 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.