Triple

T376069
Position Surface form Disambiguated ID Type / Status
Subject Beyoncé E8374 entity
Predicate hasInfluenced P9 FINISHED
Object Doja Cat
Doja Cat is an American rapper, singer, songwriter, and producer known for her genre-blending pop and hip-hop hits, viral online presence, and visually inventive music videos.
 E48943 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: Doja Cat | Statement: [Beyoncé, hasInfluenced, Doja Cat]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Doja Cat
Context triple: [Beyoncé, hasInfluenced, Doja Cat]
  • A. Desiigner
    Desiigner is an American rapper and songwriter best known for his 2015 hit single "Panda."
  • B. Sheck Wes
    Sheck Wes is an American rapper and songwriter best known for his breakout hit single "Mo Bamba" and his association with Kanye West’s GOOD Music label.
  • C. 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.
  • D. Rebecca Black
    Rebecca Black is an American singer and internet personality best known for her 2011 viral pop song "Friday."
  • E. Sky Ferreira
    Sky Ferreira is an American singer, songwriter, model, and actress known for her synth-pop and indie pop music, particularly her critically acclaimed debut album "Night Time, My Time."
  • 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: Doja Cat
Triple: [Beyoncé, hasInfluenced, Doja Cat]
Generated description
Doja Cat is an American rapper, singer, songwriter, and producer known for her genre-blending pop and hip-hop hits, viral online presence, and visually inventive music videos.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Doja Cat
Target entity description: Doja Cat is an American rapper, singer, songwriter, and producer known for her genre-blending pop and hip-hop hits, viral online presence, and visually inventive music videos.
  • A. Desiigner
    Desiigner is an American rapper and songwriter best known for his 2015 hit single "Panda."
  • B. Sheck Wes
    Sheck Wes is an American rapper and songwriter best known for his breakout hit single "Mo Bamba" and his association with Kanye West’s GOOD Music label.
  • C. 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.
  • D. Rebecca Black
    Rebecca Black is an American singer and internet personality best known for her 2011 viral pop song "Friday."
  • E. Sky Ferreira
    Sky Ferreira is an American singer, songwriter, model, and actress known for her synth-pop and indie pop music, particularly her critically acclaimed debut album "Night Time, My Time."
  • 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_69a2e7f2ec648190b42bc7db424f8109 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ec169a848190a577aa093c878839 completed Feb. 28, 2026, 1:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3fe90edc48190a477971920c60918 completed March 1, 2026, 8:53 a.m.
NEDg Description generation batch_69a3fef7fd748190b92b9979a76fcbb4 completed March 1, 2026, 8:55 a.m.
NED2 Entity disambiguation (via description) batch_69a4003d118081908aabb8458ddf5982 completed March 1, 2026, 9 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.