Triple

T523195
Position Surface form Disambiguated ID Type / Status
Subject 808s & Heartbreak E10861 entity
Predicate hasTrack P3284 FINISHED
Object Bad News
"Bad News" is a melancholic, Auto-Tune–driven song by Kanye West from his emotionally charged 2008 album 808s & Heartbreak.
E65323 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: Bad News | Statement: [808s & Heartbreak, hasTrack, Bad News]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bad News
Context triple: [808s & Heartbreak, hasTrack, Bad News]
  • A. Las Bombas
    Las Bombas is a Metrobús station in Mexico City that serves as a terminus on Line 5 of the bus rapid transit system.
  • B. Missile Scare
    Missile Scare is an alternative name for the Cuban Missile Crisis, the tense 1962 Cold War confrontation between the United States and the Soviet Union over nuclear missiles in Cuba.
  • C. Mostly Harmless
    Mostly Harmless is the fifth and final novel in Douglas Adams's comic science fiction series The Hitchhiker's Guide to the Galaxy, continuing the misadventures of Arthur Dent in an absurd and satirical universe.
  • D. Sabotage
    "Sabotage" is a 2014 American action thriller film directed by David Ayer, featuring an ensemble cast led by Arnold Schwarzenegger as members of an elite DEA task force.
  • E. State of Denial
    State of Denial is a nonfiction book by journalist Bob Woodward that critically examines the Bush administration’s handling of the Iraq War and the broader war on terror.
  • 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: Bad News
Triple: [808s & Heartbreak, hasTrack, Bad News]
Generated description
"Bad News" is a melancholic, Auto-Tune–driven song by Kanye West from his emotionally charged 2008 album 808s & Heartbreak.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bad News
Target entity description: "Bad News" is a melancholic, Auto-Tune–driven song by Kanye West from his emotionally charged 2008 album 808s & Heartbreak.
  • A. Las Bombas
    Las Bombas is a Metrobús station in Mexico City that serves as a terminus on Line 5 of the bus rapid transit system.
  • B. Missile Scare
    Missile Scare is an alternative name for the Cuban Missile Crisis, the tense 1962 Cold War confrontation between the United States and the Soviet Union over nuclear missiles in Cuba.
  • C. Mostly Harmless
    Mostly Harmless is the fifth and final novel in Douglas Adams's comic science fiction series The Hitchhiker's Guide to the Galaxy, continuing the misadventures of Arthur Dent in an absurd and satirical universe.
  • D. Sabotage
    "Sabotage" is a 2014 American action thriller film directed by David Ayer, featuring an ensemble cast led by Arnold Schwarzenegger as members of an elite DEA task force.
  • E. State of Denial
    State of Denial is a nonfiction book by journalist Bob Woodward that critically examines the Bush administration’s handling of the Iraq War and the broader war on terror.
  • 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_69a2e84b16c4819088d284c47c3a7968 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1b4f01881908b408357ff113308 completed Feb. 28, 2026, 1:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4ab20f5288190aca34aacde60604b completed March 1, 2026, 9:09 p.m.
NEDg Description generation batch_69a4abcb4b0c8190b7fdad2d46b97a06 completed March 1, 2026, 9:12 p.m.
NED2 Entity disambiguation (via description) batch_69a4ada4ca5481909bbd62b55f10f4f9 completed March 1, 2026, 9:20 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.