Triple
T15786889
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Horn of Africa conflicts |
E382758
|
entity |
| Predicate | involvesNonStateActor |
P62727
|
FINISHED |
| Object | TPLF (Tigray People's Liberation Front) |
E238856
|
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: TPLF (Tigray People's Liberation Front) | Statement: [Horn of Africa conflicts, involvesNonStateActor, TPLF (Tigray People's Liberation Front)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TPLF (Tigray People's Liberation Front) Context triple: [Horn of Africa conflicts, involvesNonStateActor, TPLF (Tigray People's Liberation Front)]
-
A.
Tigray People's Liberation Front
chosen
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.
-
B.
Eritrean People's Liberation Front
The Eritrean People's Liberation Front was a Marxist-inspired rebel organization that led the armed struggle for Eritrea's independence from Ethiopia, ultimately becoming the country's ruling party after victory.
-
C.
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.
-
D.
Southern Ethiopian People's Democratic Movement
The Southern Ethiopian People's Democratic Movement is a regional political party in Ethiopia that represented various ethnic groups from the Southern Nations, Nationalities, and Peoples' Region and participated in national politics as part of the ruling coalition.
-
E.
Ethiopian People's Revolutionary Democratic Front
The Ethiopian People's Revolutionary Democratic Front was a coalition of rebel groups that became Ethiopia's dominant ruling party after overthrowing the Derg regime in 1991 and governed the country until 2019.
- 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_69d86da16e188190b89af699f1ed0bfe |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e142df48e8819083a48d3b7b3f7f5d |
completed | April 16, 2026, 8:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff90a6365c8190833431cf079b21fb |
completed | May 9, 2026, 7:53 p.m. |
Created at: April 10, 2026, 4:48 a.m.