Triple

T15949313
Position Surface form Disambiguated ID Type / Status
Subject DJ Frank E E386771 entity
Predicate notableWork P4 FINISHED
Object “Sober”
“Sober” is a pop song produced by DJ Frank E, best known for its polished, radio-friendly sound and emotionally charged lyrics.
 E1186559 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: “Sober” | Statement: [DJ Frank E, notableWork, “Sober”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: “Sober”
Context triple: [DJ Frank E, notableWork, “Sober”]
  • A. Clean and Sober
    Clean and Sober is a 1988 drama film in which Michael Keaton plays a real-estate agent struggling with cocaine addiction and entering rehab, marking one of his first major serious, non-comedic roles.
  • B. Soberish
    Soberish is a 2021 studio album by American singer-songwriter Liz Phair that marks her return to indie rock after a long hiatus.
  • C. single "Sober"
    "Sober" is a pop single by American singer Jennifer Paige, best known for her late-1990s hit "Crush."
  • D. Mother I Sober
    "Mother I Sober" is a deeply introspective and emotionally raw song by Kendrick Lamar that confronts generational trauma, abuse, and the struggle for healing and forgiveness.
  • E. Sober
    "Sober" is a soulful, genre-blending R&B/hip-hop track by Childish Gambino known for its smooth vocals, emotional lyrics, and inventive production.
  • 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: “Sober”
Triple: [DJ Frank E, notableWork, “Sober”]
Generated description
“Sober” is a pop song produced by DJ Frank E, best known for its polished, radio-friendly sound and emotionally charged lyrics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: “Sober”
Target entity description: “Sober” is a pop song produced by DJ Frank E, best known for its polished, radio-friendly sound and emotionally charged lyrics.
  • A. Clean and Sober
    Clean and Sober is a 1988 drama film in which Michael Keaton plays a real-estate agent struggling with cocaine addiction and entering rehab, marking one of his first major serious, non-comedic roles.
  • B. Soberish
    Soberish is a 2021 studio album by American singer-songwriter Liz Phair that marks her return to indie rock after a long hiatus.
  • C. single "Sober"
    "Sober" is a pop single by American singer Jennifer Paige, best known for her late-1990s hit "Crush."
  • D. Mother I Sober
    "Mother I Sober" is a deeply introspective and emotionally raw song by Kendrick Lamar that confronts generational trauma, abuse, and the struggle for healing and forgiveness.
  • E. Sober
    "Sober" is a soulful, genre-blending R&B/hip-hop track by Childish Gambino known for its smooth vocals, emotional lyrics, and inventive production.
  • 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_69d86da882448190a82ea962fe343b79 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e156d3cc04819097367369a78d6ef2 completed April 16, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffbe76df6481909f8246099faa377a completed May 9, 2026, 11:08 p.m.
NEDg Description generation batch_69ffbf61b2ec81909c0f32613bb91a82 completed May 9, 2026, 11:12 p.m.
NED2 Entity disambiguation (via description) batch_69ffbfdfe58c8190b5964b6f5812ef65 completed May 9, 2026, 11:14 p.m.
Created at: April 10, 2026, 4:53 a.m.