Triple

T2591799
Position Surface form Disambiguated ID Type / Status
Subject Great Leap Forward policies E58137 entity
Predicate consequence P374 FINISHED
Object Great Chinese Famine
The Great Chinese Famine was a catastrophic mass starvation in China from 1959 to 1961 that caused tens of millions of deaths and is widely regarded as one of the deadliest famines in human history.
E279377 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: Great Chinese Famine | Statement: [Great Leap Forward policies, consequence, Great Chinese Famine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Great Chinese Famine
Context triple: [Great Leap Forward policies, consequence, Great Chinese Famine]
  • A. Holodomor
    The Holodomor was a man-made famine in Soviet Ukraine from 1932 to 1933 that caused the deaths of millions of Ukrainians and is widely regarded as a genocide.
  • B. Great Famine
    The Great Famine was a catastrophic mid-19th-century potato blight in Ireland that caused mass starvation, disease, and a huge wave of emigration, particularly to North America.
  • C. Russian famine of 1601–1603
    The Russian famine of 1601–1603 was a catastrophic nationwide food crisis that killed hundreds of thousands and helped trigger the political chaos and dynastic struggles of Russia’s Time of Troubles.
  • D. Bengal famine of 1943
    The Bengal famine of 1943 was a catastrophic wartime food crisis in British-ruled India that led to the deaths of an estimated three million people and exposed the devastating impact of colonial policies on food security.
  • E. Cultural Revolution
    The Cultural Revolution was a decade-long sociopolitical movement in China (1966–1976) launched by Mao Zedong to reassert his control, enforce ideological purity, and reshape Chinese society through mass mobilization and widespread persecution.
  • 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: Great Chinese Famine
Triple: [Great Leap Forward policies, consequence, Great Chinese Famine]
Generated description
The Great Chinese Famine was a catastrophic mass starvation in China from 1959 to 1961 that caused tens of millions of deaths and is widely regarded as one of the deadliest famines in human history.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Great Chinese Famine
Target entity description: The Great Chinese Famine was a catastrophic mass starvation in China from 1959 to 1961 that caused tens of millions of deaths and is widely regarded as one of the deadliest famines in human history.
  • A. Holodomor
    The Holodomor was a man-made famine in Soviet Ukraine from 1932 to 1933 that caused the deaths of millions of Ukrainians and is widely regarded as a genocide.
  • B. Great Famine
    The Great Famine was a catastrophic mid-19th-century potato blight in Ireland that caused mass starvation, disease, and a huge wave of emigration, particularly to North America.
  • C. Russian famine of 1601–1603
    The Russian famine of 1601–1603 was a catastrophic nationwide food crisis that killed hundreds of thousands and helped trigger the political chaos and dynastic struggles of Russia’s Time of Troubles.
  • D. Bengal famine of 1943
    The Bengal famine of 1943 was a catastrophic wartime food crisis in British-ruled India that led to the deaths of an estimated three million people and exposed the devastating impact of colonial policies on food security.
  • E. Cultural Revolution
    The Cultural Revolution was a decade-long sociopolitical movement in China (1966–1976) launched by Mao Zedong to reassert his control, enforce ideological purity, and reshape Chinese society through mass mobilization and widespread persecution.
  • 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_69ab4ac019c8819094add11c46706e32 completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd425851c819088db89713c07056f completed March 7, 2026, 7:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69af6589a9c48190b16b5b7959096aab completed March 10, 2026, 12:27 a.m.
NEDg Description generation batch_69af6828591081909ccf92fb38549944 completed March 10, 2026, 12:39 a.m.
NED2 Entity disambiguation (via description) batch_69af689f7c4c8190a26270c57da71146 completed March 10, 2026, 12:41 a.m.
Created at: March 6, 2026, 9:49 p.m.