Triple
T2143390
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ethiopian Civil War |
E47009
|
entity |
| Predicate | mainBelligerent |
P375
|
FINISHED |
| Object |
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.
|
E238856
|
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: Tigray People's Liberation Front | Statement: [Ethiopian Civil War, mainBelligerent, Tigray People's Liberation Front]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tigray People's Liberation Front Context triple: [Ethiopian Civil War, mainBelligerent, Tigray People's Liberation Front]
-
A.
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.
-
B.
National Patriotic Front of Liberia
The National Patriotic Front of Liberia was a rebel group led by Charles Taylor that became a major faction in the First Liberian Civil War and played a central role in the country’s political upheaval in the early 1990s.
-
C.
Ethiopian Special Forces
The Ethiopian Special Forces are elite military units of Ethiopia trained and equipped for high-risk, specialized combat and security operations.
-
D.
Azanian People’s Liberation Army
The Azanian People’s Liberation Army was the military wing of a South African Black nationalist movement that waged an armed struggle against apartheid.
-
E.
Ethiopian Republican Guard
The Ethiopian Republican Guard is an elite security force responsible for protecting Ethiopia’s top political leadership and key government institutions.
- 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: Tigray People's Liberation Front Triple: [Ethiopian Civil War, mainBelligerent, Tigray People's Liberation Front]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tigray People's Liberation Front Target entity description: 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.
-
A.
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.
-
B.
National Patriotic Front of Liberia
The National Patriotic Front of Liberia was a rebel group led by Charles Taylor that became a major faction in the First Liberian Civil War and played a central role in the country’s political upheaval in the early 1990s.
-
C.
Ethiopian Special Forces
The Ethiopian Special Forces are elite military units of Ethiopia trained and equipped for high-risk, specialized combat and security operations.
-
D.
Azanian People’s Liberation Army
The Azanian People’s Liberation Army was the military wing of a South African Black nationalist movement that waged an armed struggle against apartheid.
-
E.
Ethiopian Republican Guard
The Ethiopian Republican Guard is an elite security force responsible for protecting Ethiopia’s top political leadership and key government institutions.
- 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_69ae58d5535c8190b59293afe3a10834 |
completed | March 9, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_69ae597198b88190b0253aa121ed35e1 |
completed | March 9, 2026, 5:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae5a02404c819088acf7c592cb2cae |
completed | March 9, 2026, 5:26 a.m. |
Created at: March 4, 2026, 7:44 p.m.