Triple

T11749905
Position Surface form Disambiguated ID Type / Status
Subject Great Chinese Famine E279377 entity
Predicate alsoKnownAs P39 FINISHED
Object Three Years of Natural Disasters
Three Years of Natural Disasters refers to the catastrophic Great Chinese Famine of 1959–1961, during which tens of millions of people in China died due to a combination of policy failures and adverse conditions.
E944868 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: Three Years of Natural Disasters | Statement: [Great Chinese Famine, alsoKnownAs, Three Years of Natural Disasters]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Three Years of Natural Disasters
Context triple: [Great Chinese Famine, alsoKnownAs, Three Years of Natural Disasters]
  • A. When Disaster Strikes...
    "When Disaster Strikes..." is the second studio album by American rapper Busta Rhymes, noted for its energetic delivery, inventive wordplay, and late-1990s East Coast hip-hop sound.
  • B. Global Platform for Disaster Risk Reduction
    The Global Platform for Disaster Risk Reduction is a biennial multi-stakeholder forum that serves as the main global venue for assessing progress, sharing knowledge, and setting priorities in reducing disaster risk and building resilience.
  • C. Voluntary Organizations Active in Disaster
    Voluntary Organizations Active in Disaster (VOAD) is a national coalition of nonprofit, faith-based, and community organizations that coordinate resources and services to support disaster preparedness, response, and recovery efforts in the United States.
  • D. Regional Platforms for Disaster Risk Reduction
    Regional Platforms for Disaster Risk Reduction are UN-supported multi-stakeholder forums in different world regions that coordinate and advance policies, strategies, and cooperation to reduce disaster risks and build resilience.
  • E. Field Notes from a Catastrophe
    Field Notes from a Catastrophe is a nonfiction book by Elizabeth Kolbert that examines the science, evidence, and early impacts of human-driven climate change around the world.
  • 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: Three Years of Natural Disasters
Triple: [Great Chinese Famine, alsoKnownAs, Three Years of Natural Disasters]
Generated description
Three Years of Natural Disasters refers to the catastrophic Great Chinese Famine of 1959–1961, during which tens of millions of people in China died due to a combination of policy failures and adverse conditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Three Years of Natural Disasters
Target entity description: Three Years of Natural Disasters refers to the catastrophic Great Chinese Famine of 1959–1961, during which tens of millions of people in China died due to a combination of policy failures and adverse conditions.
  • A. When Disaster Strikes...
    "When Disaster Strikes..." is the second studio album by American rapper Busta Rhymes, noted for its energetic delivery, inventive wordplay, and late-1990s East Coast hip-hop sound.
  • B. Global Platform for Disaster Risk Reduction
    The Global Platform for Disaster Risk Reduction is a biennial multi-stakeholder forum that serves as the main global venue for assessing progress, sharing knowledge, and setting priorities in reducing disaster risk and building resilience.
  • C. Voluntary Organizations Active in Disaster
    Voluntary Organizations Active in Disaster (VOAD) is a national coalition of nonprofit, faith-based, and community organizations that coordinate resources and services to support disaster preparedness, response, and recovery efforts in the United States.
  • D. Regional Platforms for Disaster Risk Reduction
    Regional Platforms for Disaster Risk Reduction are UN-supported multi-stakeholder forums in different world regions that coordinate and advance policies, strategies, and cooperation to reduce disaster risks and build resilience.
  • E. Field Notes from a Catastrophe
    Field Notes from a Catastrophe is a nonfiction book by Elizabeth Kolbert that examines the science, evidence, and early impacts of human-driven climate change around the world.
  • 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_69d6ab01038c819080714901502c84fc completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a508b0c4819082fbcc27d559ea2f completed April 10, 2026, 7:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69f01a0492b48190b6f2e3cf36b4f537 completed April 28, 2026, 2:23 a.m.
NEDg Description generation batch_69f0319622c48190bee6c906f08c0a8c completed April 28, 2026, 4:03 a.m.
NED2 Entity disambiguation (via description) batch_69f05ad36e4c8190b7239e5b33713369 completed April 28, 2026, 6:59 a.m.
Created at: April 8, 2026, 9:41 p.m.