Triple

T4176088
Position Surface form Disambiguated ID Type / Status
Subject Outkast E86479 entity
Predicate notableSong P4 FINISHED
Object B.O.B
B.O.B is a high-energy, politically charged hip-hop track by Outkast known for its rapid-fire delivery, genre-blending production, and critical acclaim.
 E421602 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: B.O.B | Statement: [Outkast, notableSong, B.O.B]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: B.O.B
Context triple: [Outkast, notableSong, B.O.B]
  • A. B.o.B
    B.o.B is an American rapper, singer, songwriter, and record producer known for hits like "Nothin' on You," "Airplanes," and "Magic."
  • B. Flo Rida
    Flo Rida is an American rapper and singer known for his catchy, club-oriented hip hop and pop hits such as "Low" and "Right Round."
  • C. Redfoo
    Redfoo is an American DJ, rapper, and record producer best known as one half of the electronic dance music duo LMFAO.
  • D. Ray Kay
    Ray Kay is a Norwegian music video director known for creating visually striking videos for numerous high-profile pop and R&B artists.
  • E. Tyga
    Tyga is an American rapper and songwriter known for hits like "Rack City" and his association with the Young Money Entertainment label.
  • 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: B.O.B
Triple: [Outkast, notableSong, B.O.B]
Generated description
B.O.B is a high-energy, politically charged hip-hop track by Outkast known for its rapid-fire delivery, genre-blending production, and critical acclaim.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: B.O.B
Target entity description: B.O.B is a high-energy, politically charged hip-hop track by Outkast known for its rapid-fire delivery, genre-blending production, and critical acclaim.
  • A. B.o.B
    B.o.B is an American rapper, singer, songwriter, and record producer known for hits like "Nothin' on You," "Airplanes," and "Magic."
  • B. Flo Rida
    Flo Rida is an American rapper and singer known for his catchy, club-oriented hip hop and pop hits such as "Low" and "Right Round."
  • C. Redfoo
    Redfoo is an American DJ, rapper, and record producer best known as one half of the electronic dance music duo LMFAO.
  • D. Ray Kay
    Ray Kay is a Norwegian music video director known for creating visually striking videos for numerous high-profile pop and R&B artists.
  • E. Tyga
    Tyga is an American rapper and songwriter known for hits like "Rack City" and his association with the Young Money Entertainment label.
  • 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_69aed93de98c8190ad838ce507b77c8a completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af02eaa0d08190a3b805c64ef76a0c completed March 9, 2026, 5:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69b596151b3c8190a70653747f7e3ff3 completed March 14, 2026, 5:08 p.m.
NEDg Description generation batch_69b59731052881908d9358dc629a4018 completed March 14, 2026, 5:13 p.m.
NED2 Entity disambiguation (via description) batch_69b597c529a08190bbf2af92bfef1aa2 completed March 14, 2026, 5:15 p.m.
Created at: March 9, 2026, 3:45 p.m.