Triple
T10397593
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ethiopian People's Revolutionary Democratic Front |
E245059
|
entity |
| Predicate | notableLeader |
P304
|
FINISHED |
| Object | Hailemariam Desalegn |
E848454
|
NE FINISHED |
How this triple was built (2 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: Hailemariam Desalegn | Statement: [Ethiopian People's Revolutionary Democratic Front, notableLeader, Hailemariam Desalegn]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hailemariam Desalegn Context triple: [Ethiopian People's Revolutionary Democratic Front, notableLeader, Hailemariam Desalegn]
-
A.
Hailemariam Desalegn
chosen
Hailemariam Desalegn is an Ethiopian politician who served as Prime Minister of Ethiopia from 2012 to 2018 and was a leading figure in the Ethiopian People's Revolutionary Democratic Front (EPRDF).
-
B.
Meles Zenawi
Meles Zenawi was a longtime rebel leader who became Ethiopia’s prime minister and de facto ruler from 1991 until his death in 2012, overseeing the country’s post–civil war political and economic transformation.
-
C.
Abiy Ahmed
Abiy Ahmed is the Prime Minister of Ethiopia, known for both winning the 2019 Nobel Peace Prize and later leading the country through the devastating Tigray War.
-
D.
Mengistu Haile Mariam
Mengistu Haile Mariam is a former Ethiopian military officer and Marxist-Leninist leader who ruled Ethiopia from 1977 to 1991, overseeing the Derg regime known for authoritarian rule, the Red Terror, and widespread human rights abuses.
-
E.
Mulatu Teshome
Mulatu Teshome is an Ethiopian diplomat and politician who served as President of Ethiopia prior to Sahle-Work Zewde.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d89f6fbc848190806d50bfad654b27 |
completed | April 10, 2026, 6:57 a.m. |
Created at: April 6, 2026, 12:07 p.m.