Triple
T10327320
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oromo Liberation Front |
E242791
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object | Oromo Liberation Army |
E800681
|
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: Oromo Liberation Army | Statement: [Oromo Liberation Front, associatedWith, Oromo Liberation Army]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oromo Liberation Army Context triple: [Oromo Liberation Front, associatedWith, Oromo Liberation Army]
-
A.
Oromo Liberation Army
chosen
The Oromo Liberation Army is an armed insurgent group in Ethiopia that seeks greater autonomy or independence for the Oromo people and has been involved in multiple internal conflicts in the country.
-
B.
Oromo Liberation Front
The Oromo Liberation Front is an Ethiopian political and armed movement founded to advocate for the self-determination and rights of the Oromo people, historically engaging in insurgency against the central government.
-
C.
Ogaden National Liberation Front
The Ogaden National Liberation Front is an ethnic Somali separatist insurgent group seeking self-determination for the Ogaden region in eastern Ethiopia.
-
D.
Tigray People's Liberation Front
The Tigray People's Liberation Front is a regional political party and former rebel movement in Ethiopia that has played a central role in Tigrayan politics and multiple armed conflicts with the federal government.
-
E.
Eritrean Liberation Front
The Eritrean Liberation Front was a nationalist rebel organization that led the early armed struggle for Eritrea’s independence from Ethiopia beginning in the 1960s.
- 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_69d381af787481908bc401325c760a88 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4d7ce69b881909f27d97c90643634 |
completed | April 7, 2026, 10:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d7504679ec8190926d2c5016653cea |
completed | April 9, 2026, 7:07 a.m. |
Created at: April 6, 2026, 11:51 a.m.