Triple

T972372
Position Surface form Disambiguated ID Type / Status
Subject Poverty and Famines E20971 entity
Predicate analyzes P170 FINISHED
Object Bangladesh famine of 1974
The Bangladesh famine of 1974 was a devastating food crisis in newly independent Bangladesh, marked by widespread starvation and mortality, that became a key case study in understanding how political and economic factors—rather than sheer food shortage—can cause famine.
E115794 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: Bangladesh famine of 1974 | Statement: [Poverty and Famines, analyzes, Bangladesh famine of 1974]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bangladesh famine of 1974
Context triple: [Poverty and Famines, analyzes, Bangladesh famine of 1974]
  • A. 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.
  • B. Bangladesh Liberation War
    The Bangladesh Liberation War was a 1971 armed conflict in which East Pakistan fought to secede from Pakistan, leading to the creation of the independent nation of Bangladesh.
  • C. 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.
  • D. 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.
  • E. Indian Emergency (1975–1977)
    The Indian Emergency (1975–1977) was a 21-month period of authoritarian rule in India marked by suspension of civil liberties, press censorship, and mass arrests under Prime Minister Indira Gandhi.
  • 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: Bangladesh famine of 1974
Triple: [Poverty and Famines, analyzes, Bangladesh famine of 1974]
Generated description
The Bangladesh famine of 1974 was a devastating food crisis in newly independent Bangladesh, marked by widespread starvation and mortality, that became a key case study in understanding how political and economic factors—rather than sheer food shortage—can cause famine.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bangladesh famine of 1974
Target entity description: The Bangladesh famine of 1974 was a devastating food crisis in newly independent Bangladesh, marked by widespread starvation and mortality, that became a key case study in understanding how political and economic factors—rather than sheer food shortage—can cause famine.
  • A. 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.
  • B. Bangladesh Liberation War
    The Bangladesh Liberation War was a 1971 armed conflict in which East Pakistan fought to secede from Pakistan, leading to the creation of the independent nation of Bangladesh.
  • C. 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.
  • D. 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.
  • E. Indian Emergency (1975–1977)
    The Indian Emergency (1975–1977) was a 21-month period of authoritarian rule in India marked by suspension of civil liberties, press censorship, and mass arrests under Prime Minister Indira Gandhi.
  • 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_69a493b33d2c81909c52c369d3ca8436 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b44c38f08190997e141d424e9e04 completed March 1, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac1cdbd22c819084346de7e729c8a1 completed March 7, 2026, 12:41 p.m.
NEDg Description generation batch_69ac1d45b8cc8190b8b678b697d3f7f1 completed March 7, 2026, 12:42 p.m.
NED2 Entity disambiguation (via description) batch_69ac1e2e200881909e9b503655d6f8ab completed March 7, 2026, 12:46 p.m.
Created at: March 1, 2026, 7:40 p.m.