Triple

T1923608
Position Surface form Disambiguated ID Type / Status
Subject The World Until Yesterday E40177 entity
Predicate followedBy P78 FINISHED
Object Upheaval
Upheaval is a 2019 non-fiction book by Jared Diamond that examines how nations respond to crises and transform themselves by drawing parallels with personal psychological coping strategies.
E214935 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: Upheaval | Statement: [The World Until Yesterday, followedBy, Upheaval]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Upheaval
Context triple: [The World Until Yesterday, followedBy, Upheaval]
  • A. Uproar
    "Uproar" is a popular 2018 hip-hop single by Lil Wayne, known for its energetic beat, viral dance challenge, and prominent use of a classic G Herbo/DMX-style sample.
  • B. Uprising
    Uprising is a 1980 reggae album by Bob Marley and the Wailers, known for its spiritual themes and including the iconic track "Redemption Song."
  • C. Wake of the Flood
    "Wake of the Flood" is a 1973 studio album by the Grateful Dead that marked their first release on their own label and introduced a jazzier, more polished sound to their music.
  • D. Deluge
    The Deluge was a mid-17th-century series of devastating invasions and occupations, primarily by Sweden and Russia, that led to massive destruction and decline in the Polish–Lithuanian Commonwealth.
  • E. Rising Down
    Rising Down is a politically charged hip-hop album by The Roots that blends dense lyricism with dark, experimental 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: Upheaval
Triple: [The World Until Yesterday, followedBy, Upheaval]
Generated description
Upheaval is a 2019 non-fiction book by Jared Diamond that examines how nations respond to crises and transform themselves by drawing parallels with personal psychological coping strategies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Upheaval
Target entity description: Upheaval is a 2019 non-fiction book by Jared Diamond that examines how nations respond to crises and transform themselves by drawing parallels with personal psychological coping strategies.
  • A. Uproar
    "Uproar" is a popular 2018 hip-hop single by Lil Wayne, known for its energetic beat, viral dance challenge, and prominent use of a classic G Herbo/DMX-style sample.
  • B. Uprising
    Uprising is a 1980 reggae album by Bob Marley and the Wailers, known for its spiritual themes and including the iconic track "Redemption Song."
  • C. Wake of the Flood
    "Wake of the Flood" is a 1973 studio album by the Grateful Dead that marked their first release on their own label and introduced a jazzier, more polished sound to their music.
  • D. Deluge
    The Deluge was a mid-17th-century series of devastating invasions and occupations, primarily by Sweden and Russia, that led to massive destruction and decline in the Polish–Lithuanian Commonwealth.
  • E. Rising Down
    Rising Down is a politically charged hip-hop album by The Roots that blends dense lyricism with dark, experimental 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_69a8864298748190a2f2fd34f7ef8d77 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb23459ac819088ded5bfac9d4aad completed March 7, 2026, 5:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69adf3e6678881908d72de7e0f19a648 completed March 8, 2026, 10:10 p.m.
NEDg Description generation batch_69adf472aca881908d99cf5bfcae3094 completed March 8, 2026, 10:13 p.m.
NED2 Entity disambiguation (via description) batch_69adf50d93c88190aa1cbf96526558b6 completed March 8, 2026, 10:15 p.m.
Created at: March 4, 2026, 7:35 p.m.