Triple

T10397596
Position Surface form Disambiguated ID Type / Status
Subject Ethiopian People's Revolutionary Democratic Front E245059 entity
Predicate governedDuringEvent P5449 FINISHED
Object Ethiopian famine of 2002–2003
The Ethiopian famine of 2002–2003 was a severe humanitarian crisis marked by widespread food shortages and malnutrition that affected millions of people across Ethiopia.
E861620 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: Ethiopian famine of 2002–2003 | Statement: [Ethiopian People's Revolutionary Democratic Front, governedDuringEvent, Ethiopian famine of 2002–2003]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ethiopian famine of 2002–2003
Context triple: [Ethiopian People's Revolutionary Democratic Front, governedDuringEvent, Ethiopian famine of 2002–2003]
  • A. 1984–1985 famine in Ethiopia
    The 1984–1985 famine in Ethiopia was a catastrophic humanitarian crisis marked by widespread starvation and hundreds of thousands of deaths, drawing global attention and prompting major international relief efforts.
  • B. Somali famine of 1992
    The Somali famine of 1992 was a catastrophic humanitarian crisis in Somalia, marked by mass starvation and high mortality, exacerbated by drought, conflict, and the breakdown of state institutions.
  • C. Somalian famine of 2011
    The Somalian famine of 2011 was a devastating food crisis in Somalia, exacerbated by drought, conflict, and restricted humanitarian access, that led to the deaths of hundreds of thousands of people.
  • D. Famine
    Famine is one of the Four Horsemen of the Apocalypse, symbolizing extreme scarcity of food and widespread starvation.
  • E. Red Terror campaign in Ethiopia
    The Red Terror campaign in Ethiopia was a brutal late-1970s political repression and mass killing drive by the Derg military regime targeting real and perceived opponents, marked by widespread executions, disappearances, and human rights abuses.
  • 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: Ethiopian famine of 2002–2003
Triple: [Ethiopian People's Revolutionary Democratic Front, governedDuringEvent, Ethiopian famine of 2002–2003]
Generated description
The Ethiopian famine of 2002–2003 was a severe humanitarian crisis marked by widespread food shortages and malnutrition that affected millions of people across Ethiopia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ethiopian famine of 2002–2003
Target entity description: The Ethiopian famine of 2002–2003 was a severe humanitarian crisis marked by widespread food shortages and malnutrition that affected millions of people across Ethiopia.
  • A. 1984–1985 famine in Ethiopia
    The 1984–1985 famine in Ethiopia was a catastrophic humanitarian crisis marked by widespread starvation and hundreds of thousands of deaths, drawing global attention and prompting major international relief efforts.
  • B. Somali famine of 1992
    The Somali famine of 1992 was a catastrophic humanitarian crisis in Somalia, marked by mass starvation and high mortality, exacerbated by drought, conflict, and the breakdown of state institutions.
  • C. Somalian famine of 2011
    The Somalian famine of 2011 was a devastating food crisis in Somalia, exacerbated by drought, conflict, and restricted humanitarian access, that led to the deaths of hundreds of thousands of people.
  • D. Famine
    Famine is one of the Four Horsemen of the Apocalypse, symbolizing extreme scarcity of food and widespread starvation.
  • E. Red Terror campaign in Ethiopia
    The Red Terror campaign in Ethiopia was a brutal late-1970s political repression and mass killing drive by the Derg military regime targeting real and perceived opponents, marked by widespread executions, disappearances, and human rights abuses.
  • 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_69d381b5116081908d85227bab6d3c0c completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e9d0de448190b0bfd4d6c87d47fa completed April 7, 2026, 11:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69d7fbbad25081908712601404734988 completed April 9, 2026, 7:19 p.m.
NEDg Description generation batch_69d822d597088190bf3dca85e1ddb890 completed April 9, 2026, 10:06 p.m.
NED2 Entity disambiguation (via description) batch_69d859cc1aac8190ab232bb4e4e4fac1 completed April 10, 2026, 2 a.m.
Created at: April 6, 2026, 12:07 p.m.