Triple

T8507099
Position Surface form Disambiguated ID Type / Status
Subject DJ Mustard E201360 entity
Predicate notableWork P4 FINISHED
Object album "Cold Summer"
"Cold Summer" is a studio album by American hip-hop producer DJ Mustard that showcases his signature West Coast-influenced, club-oriented sound with a range of prominent rap collaborators.
E739409 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: album "Cold Summer" | Statement: [DJ Mustard, notableWork, album "Cold Summer"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: album "Cold Summer"
Context triple: [DJ Mustard, notableWork, album "Cold Summer"]
  • A. album "Cold Roses"
    "Cold Roses" is a 2005 double album by Ryan Adams and his band The Cardinals, blending alt-country and rock with a warm, Grateful Dead–influenced sound.
  • B. album "Second Winter"
    "Second Winter" is a 1969 blues-rock album by guitarist Johnny Winter, noted for its fiery guitar work and unusual three-sided vinyl format.
  • C. album "For the Cool in You"
    "For the Cool in You" is a 1993 R&B album by Babyface that showcases his smooth production style and songwriting, featuring several hit singles and earning multiple Grammy nominations.
  • D. album "Insomniac"
    "Insomniac" is a 2007 pop and dance-oriented studio album by Spanish singer Enrique Iglesias, known for its energetic production and hit singles like "Do You Know? (The Ping Pong Song)."
  • E. album "Rapture"
    "Rapture" is Anita Baker's critically acclaimed 1986 R&B/soul album that cemented her status as a leading voice in quiet storm and contemporary soul music.
  • 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: album "Cold Summer"
Triple: [DJ Mustard, notableWork, album "Cold Summer"]
Generated description
"Cold Summer" is a studio album by American hip-hop producer DJ Mustard that showcases his signature West Coast-influenced, club-oriented sound with a range of prominent rap collaborators.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: album "Cold Summer"
Target entity description: "Cold Summer" is a studio album by American hip-hop producer DJ Mustard that showcases his signature West Coast-influenced, club-oriented sound with a range of prominent rap collaborators.
  • A. album "Cold Roses"
    "Cold Roses" is a 2005 double album by Ryan Adams and his band The Cardinals, blending alt-country and rock with a warm, Grateful Dead–influenced sound.
  • B. album "Second Winter"
    "Second Winter" is a 1969 blues-rock album by guitarist Johnny Winter, noted for its fiery guitar work and unusual three-sided vinyl format.
  • C. album "For the Cool in You"
    "For the Cool in You" is a 1993 R&B album by Babyface that showcases his smooth production style and songwriting, featuring several hit singles and earning multiple Grammy nominations.
  • D. album "Insomniac"
    "Insomniac" is a 2007 pop and dance-oriented studio album by Spanish singer Enrique Iglesias, known for its energetic production and hit singles like "Do You Know? (The Ping Pong Song)."
  • E. album "Rapture"
    "Rapture" is Anita Baker's critically acclaimed 1986 R&B/soul album that cemented her status as a leading voice in quiet storm and contemporary soul music.
  • 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_69ca831fe47c8190b5c57b456d2aefa0 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe5de18448190a695eec609b34e1a completed March 31, 2026, 3:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4e37b0548190908632fd167efac1 completed April 2, 2026, 11:08 a.m.
NEDg Description generation batch_69ce5245c69c8190a2cd9a23954872e5 completed April 2, 2026, 11:25 a.m.
NED2 Entity disambiguation (via description) batch_69ce52d5c264819098e20971a8093acf completed April 2, 2026, 11:28 a.m.
Created at: March 30, 2026, 6:14 p.m.