Triple
T2143405
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ethiopian Civil War |
E47009
|
entity |
| Predicate | significantEvent |
P259
|
FINISHED |
| Object |
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.
|
E236879
|
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: 1984–1985 famine in Ethiopia | Statement: [Ethiopian Civil War, significantEvent, 1984–1985 famine in Ethiopia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 1984–1985 famine in Ethiopia Context triple: [Ethiopian Civil War, significantEvent, 1984–1985 famine in Ethiopia]
-
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.
Ethiopian Civil War
The Ethiopian Civil War was a protracted conflict from 1974 to 1991 between the Marxist Derg regime and various rebel groups, which devastated the country and led to the overthrow of Ethiopia’s military government.
-
C.
Tigray War
The Tigray War was a devastating armed conflict in northern Ethiopia from 2020 to 2022 involving federal and regional forces, marked by widespread atrocities, famine, and a severe humanitarian crisis.
-
D.
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.
-
E.
Aden Emergency
The Aden Emergency was a violent insurgency and period of civil unrest in the 1960s in the British-controlled port of Aden, marking a key episode in the end of British colonial rule in South Arabia.
- 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: 1984–1985 famine in Ethiopia Triple: [Ethiopian Civil War, significantEvent, 1984–1985 famine in Ethiopia]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 1984–1985 famine in Ethiopia Target entity description: 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.
-
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.
Ethiopian Civil War
The Ethiopian Civil War was a protracted conflict from 1974 to 1991 between the Marxist Derg regime and various rebel groups, which devastated the country and led to the overthrow of Ethiopia’s military government.
-
C.
Tigray War
The Tigray War was a devastating armed conflict in northern Ethiopia from 2020 to 2022 involving federal and regional forces, marked by widespread atrocities, famine, and a severe humanitarian crisis.
-
D.
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.
-
E.
Aden Emergency
The Aden Emergency was a violent insurgency and period of civil unrest in the 1960s in the British-controlled port of Aden, marking a key episode in the end of British colonial rule in South Arabia.
- 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_69a88a1933e0819094f18426ed74180f |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abbe206db0819095772af5358dca55 |
completed | March 7, 2026, 5:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae51b8152c81908c66d389bf14dc7e |
completed | March 9, 2026, 4:51 a.m. |
| NEDg | Description generation | batch_69ae522f0394819087a7e7d9c6ca354c |
completed | March 9, 2026, 4:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae5316acf881908dde9d83c36c8fd0 |
completed | March 9, 2026, 4:56 a.m. |
Created at: March 4, 2026, 7:44 p.m.