Triple

T1923609
Position Surface form Disambiguated ID Type / Status
Subject The World Until Yesterday E40177 entity
Predicate precededBy P97 FINISHED
Object Collapse
Collapse is a 2005 book by Jared Diamond that examines how and why past societies have failed or survived in the face of environmental and societal challenges.
E214936 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: Collapse | Statement: [The World Until Yesterday, precededBy, Collapse]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Collapse
Context triple: [The World Until Yesterday, precededBy, Collapse]
  • A. Broken Government
    "Broken Government" is a political analysis book by former Nixon White House counsel John Dean that critiques the expansion of presidential power and the erosion of constitutional checks and balances in modern American governance.
  • B. End of the World
    "End of the World" is the 1968 debut studio album by Greek progressive rock band Aphrodite's Child, known for its psychedelic sound and melancholic title track.
  • C. Breakdown
    "Breakdown" is a 1976 rock song by Tom Petty and the Heartbreakers, known for its moody groove, sparse arrangement, and status as one of the band's early signature tracks.
  • D. Chaos
    Chaos is the primordial void or yawning gap in ancient Greek cosmology, from which the first gods and elements of the universe emerged.
  • E. 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.
  • 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: Collapse
Triple: [The World Until Yesterday, precededBy, Collapse]
Generated description
Collapse is a 2005 book by Jared Diamond that examines how and why past societies have failed or survived in the face of environmental and societal challenges.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Collapse
Target entity description: Collapse is a 2005 book by Jared Diamond that examines how and why past societies have failed or survived in the face of environmental and societal challenges.
  • A. Broken Government
    "Broken Government" is a political analysis book by former Nixon White House counsel John Dean that critiques the expansion of presidential power and the erosion of constitutional checks and balances in modern American governance.
  • B. End of the World
    "End of the World" is the 1968 debut studio album by Greek progressive rock band Aphrodite's Child, known for its psychedelic sound and melancholic title track.
  • C. Breakdown
    "Breakdown" is a 1976 rock song by Tom Petty and the Heartbreakers, known for its moody groove, sparse arrangement, and status as one of the band's early signature tracks.
  • D. Chaos
    Chaos is the primordial void or yawning gap in ancient Greek cosmology, from which the first gods and elements of the universe emerged.
  • E. 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.
  • 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.