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.