Triple

T523189
Position Surface form Disambiguated ID Type / Status
Subject 808s & Heartbreak E10861 entity
Predicate hasTrack P3284 FINISHED
Object Heartless
"Heartless" is a hit song by Kanye West that blends melancholic lyrics about emotional coldness and heartbreak with minimalist, Auto-Tune–driven production.
 E65318 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: Heartless | Statement: [808s & Heartbreak, hasTrack, Heartless]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heartless
Context triple: [808s & Heartbreak, hasTrack, Heartless]
  • A. Poison Heart
    "Poison Heart" is a punk rock song by Dee Dee Ramone, best known through its recording by the Ramones and noted for its darker, more introspective lyrics.
  • B. Obsessed
    Obsessed is a 2009 psychological thriller film starring Idris Elba, Beyoncé, and Ali Larter about a successful executive whose life unravels when a temp employee becomes dangerously fixated on him.
  • C. Love's Cruelty
    Love's Cruelty is a Caroline-era tragic play by James Shirley that explores themes of passion, betrayal, and moral corruption in a courtly setting.
  • D. Square of Sorrow
    Square of Sorrow is a solemn commemorative plaza within the Mamayev Kurgan memorial complex dedicated to honoring the victims and suffering of the Battle of Stalingrad.
  • E. Revenge
    Revenge was an English galleon of the Elizabethan navy, famed for its heroic last stand against a vastly superior Spanish fleet in 1591 under Sir Richard Grenville.
  • 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: Heartless
Triple: [808s & Heartbreak, hasTrack, Heartless]
Generated description
"Heartless" is a hit song by Kanye West that blends melancholic lyrics about emotional coldness and heartbreak with minimalist, Auto-Tune–driven production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heartless
Target entity description: "Heartless" is a hit song by Kanye West that blends melancholic lyrics about emotional coldness and heartbreak with minimalist, Auto-Tune–driven production.
  • A. Poison Heart
    "Poison Heart" is a punk rock song by Dee Dee Ramone, best known through its recording by the Ramones and noted for its darker, more introspective lyrics.
  • B. Obsessed
    Obsessed is a 2009 psychological thriller film starring Idris Elba, Beyoncé, and Ali Larter about a successful executive whose life unravels when a temp employee becomes dangerously fixated on him.
  • C. Love's Cruelty
    Love's Cruelty is a Caroline-era tragic play by James Shirley that explores themes of passion, betrayal, and moral corruption in a courtly setting.
  • D. Square of Sorrow
    Square of Sorrow is a solemn commemorative plaza within the Mamayev Kurgan memorial complex dedicated to honoring the victims and suffering of the Battle of Stalingrad.
  • E. Revenge
    Revenge was an English galleon of the Elizabethan navy, famed for its heroic last stand against a vastly superior Spanish fleet in 1591 under Sir Richard Grenville.
  • 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.