Triple

T7652125
Position Surface form Disambiguated ID Type / Status
Subject Paul Krugman E173276 entity
Predicate notableWork P4 FINISHED
Object End This Depression Now!
End This Depression Now! is an economics book by Nobel laureate Paul Krugman that argues for aggressive government action to quickly end deep economic slumps like the Great Recession.
E680354 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: End This Depression Now! | Statement: [Paul Krugman, notableWork, End This Depression Now!]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: End This Depression Now!
Context triple: [Paul Krugman, notableWork, End This Depression Now!]
  • A. How Everyone Became Depressed
    "How Everyone Became Depressed" is a historical and critical study of modern psychiatry that examines how depression became a widespread diagnosis and cultural condition in the contemporary West.
  • B. Bye Bipolar
    "Bye Bipolar" is a song featured on the album B7 by American singer Brandy.
  • C. Teach Us to Outgrow Our Madness
    Teach Us to Outgrow Our Madness is a collection of four novellas by Nobel Prize–winning Japanese author Kenzaburō Ōe that explore themes of family, trauma, and postwar Japanese society through darkly comic and psychologically intense narratives.
  • D. Suicide Is Painless
    "Suicide Is Painless" is the melancholic, jazz-influenced song best known as the theme for the film and television series M*A*S*H, noted for its darkly ironic lyrics about war and death.
  • E. Comedown
    "Comedown" is a 1995 grunge-influenced rock song by Bush, known for its brooding lyrics and Gavin Rossdale's distinctive vocal performance.
  • 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: End This Depression Now!
Triple: [Paul Krugman, notableWork, End This Depression Now!]
Generated description
End This Depression Now! is an economics book by Nobel laureate Paul Krugman that argues for aggressive government action to quickly end deep economic slumps like the Great Recession.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: End This Depression Now!
Target entity description: End This Depression Now! is an economics book by Nobel laureate Paul Krugman that argues for aggressive government action to quickly end deep economic slumps like the Great Recession.
  • A. How Everyone Became Depressed
    "How Everyone Became Depressed" is a historical and critical study of modern psychiatry that examines how depression became a widespread diagnosis and cultural condition in the contemporary West.
  • B. Bye Bipolar
    "Bye Bipolar" is a song featured on the album B7 by American singer Brandy.
  • C. Teach Us to Outgrow Our Madness
    Teach Us to Outgrow Our Madness is a collection of four novellas by Nobel Prize–winning Japanese author Kenzaburō Ōe that explore themes of family, trauma, and postwar Japanese society through darkly comic and psychologically intense narratives.
  • D. Suicide Is Painless
    "Suicide Is Painless" is the melancholic, jazz-influenced song best known as the theme for the film and television series M*A*S*H, noted for its darkly ironic lyrics about war and death.
  • E. Comedown
    "Comedown" is a 1995 grunge-influenced rock song by Bush, known for its brooding lyrics and Gavin Rossdale's distinctive vocal performance.
  • 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_69c6995473348190a4f41d110d619a18 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c701770ac881909452348c9547ab47 completed March 27, 2026, 10:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c89aeb66c081909f3a3d6385637c25 completed March 29, 2026, 3:22 a.m.
NEDg Description generation batch_69c89ed393648190a32cf9267968faf5 completed March 29, 2026, 3:38 a.m.
NED2 Entity disambiguation (via description) batch_69c89f35a7488190a6a9bc3d10bedd5a completed March 29, 2026, 3:40 a.m.
Created at: March 27, 2026, 3:58 p.m.