Triple

T8023283
Position Surface form Disambiguated ID Type / Status
Subject Offset E186789 entity
Predicate collaboration P1854 FINISHED
Object Without Warning with 21 Savage and Metro Boomin
"Without Warning with 21 Savage and Metro Boomin" is a 2017 surprise-release collaborative trap album featuring rappers 21 Savage and Offset with production led by Metro Boomin, known for its dark, horror-themed aesthetic and hard-hitting beats.
 E707800 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: Without Warning with 21 Savage and Metro Boomin | Statement: [Offset, collaboration, Without Warning with 21 Savage and Metro Boomin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Without Warning with 21 Savage and Metro Boomin
Context triple: [Offset, collaboration, Without Warning with 21 Savage and Metro Boomin]
  • A. Can’t Say with Travis Scott
    "Can’t Say" is a trap-influenced hip-hop track by Travis Scott featuring Don Toliver, known for its atmospheric production and for introducing Don Toliver to a wider audience through Scott’s acclaimed album Astroworld.
  • B. Watch Out
    "Watch Out" is a track from the soundtrack of the horror film franchise "Scream," contributing to its tense and suspenseful atmosphere.
  • C. Watch Out
    "Watch Out" is a song featured on the album "Blame the Vain" by American country musician Dwight Yoakam.
  • D. Watch Out
    "Watch Out" is a popular hip-hop single by American rapper 2 Chainz, known for its catchy hook and club-oriented production.
  • E. I Ain’t Worried
    "I Ain’t Worried" is a 2022 upbeat pop song by OneRepublic, widely recognized for its prominent feature on the soundtrack of the film "Top Gun: Maverick."
  • 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: Without Warning with 21 Savage and Metro Boomin
Triple: [Offset, collaboration, Without Warning with 21 Savage and Metro Boomin]
Generated description
"Without Warning with 21 Savage and Metro Boomin" is a 2017 surprise-release collaborative trap album featuring rappers 21 Savage and Offset with production led by Metro Boomin, known for its dark, horror-themed aesthetic and hard-hitting beats.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Without Warning with 21 Savage and Metro Boomin
Target entity description: "Without Warning with 21 Savage and Metro Boomin" is a 2017 surprise-release collaborative trap album featuring rappers 21 Savage and Offset with production led by Metro Boomin, known for its dark, horror-themed aesthetic and hard-hitting beats.
  • A. Can’t Say with Travis Scott
    "Can’t Say" is a trap-influenced hip-hop track by Travis Scott featuring Don Toliver, known for its atmospheric production and for introducing Don Toliver to a wider audience through Scott’s acclaimed album Astroworld.
  • B. Watch Out
    "Watch Out" is a track from the soundtrack of the horror film franchise "Scream," contributing to its tense and suspenseful atmosphere.
  • C. Watch Out
    "Watch Out" is a song featured on the album "Blame the Vain" by American country musician Dwight Yoakam.
  • D. Watch Out
    "Watch Out" is a popular hip-hop single by American rapper 2 Chainz, known for its catchy hook and club-oriented production.
  • E. I Ain’t Worried
    "I Ain’t Worried" is a 2022 upbeat pop song by OneRepublic, widely recognized for its prominent feature on the soundtrack of the film "Top Gun: Maverick."
  • 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_69ca82ad4e2c8190a693e3c9e30fe66f completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3e8fb6788190a16413051ec26988 completed March 31, 2026, 3:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc56cdce588190abba45c24dc7a5e7 completed March 31, 2026, 11:20 p.m.
NEDg Description generation batch_69cc58aac4288190a2be4691fc740171 completed March 31, 2026, 11:28 p.m.
NED2 Entity disambiguation (via description) batch_69cc5cbaefb481909eb325f0d27675c0 completed March 31, 2026, 11:46 p.m.
Created at: March 30, 2026, 5:21 p.m.