Triple
T9446746
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tigray War |
E227783
|
entity |
| Predicate | belligerent |
P375
|
FINISHED |
| Object |
Amhara regional forces
The Amhara regional forces are a paramilitary security force from Ethiopia’s Amhara Region that played a major role alongside federal troops in the Tigray War and in regional territorial disputes.
|
E799452
|
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: Amhara regional forces | Statement: [Tigray War, belligerent, Amhara regional forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amhara regional forces Context triple: [Tigray War, belligerent, Amhara regional forces]
-
A.
Ethiopian Special Forces
The Ethiopian Special Forces are elite military units of Ethiopia trained and equipped for high-risk, specialized combat and security operations.
-
B.
Ethiopian Republican Guard
The Ethiopian Republican Guard is an elite security force responsible for protecting Ethiopia’s top political leadership and key government institutions.
-
C.
Armed Forces of Ethiopia
The Armed Forces of Ethiopia are the national military of Ethiopia, responsible for the country’s defense and participation in international peacekeeping and coalition operations.
-
D.
Imperial Ethiopian Army
The Imperial Ethiopian Army was the land warfare branch of Ethiopia's military during the era of the Ethiopian Empire, playing a central role in defending the country's sovereignty and participating in regional conflicts until its dissolution in the late 20th century.
-
E.
Ethiopian National Defense Force General Staff
The Ethiopian National Defense Force General Staff is the central high command responsible for planning, directing, and coordinating all branches of Ethiopia’s armed forces.
- 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: Amhara regional forces Triple: [Tigray War, belligerent, Amhara regional forces]
Generated description
The Amhara regional forces are a paramilitary security force from Ethiopia’s Amhara Region that played a major role alongside federal troops in the Tigray War and in regional territorial disputes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amhara regional forces Target entity description: The Amhara regional forces are a paramilitary security force from Ethiopia’s Amhara Region that played a major role alongside federal troops in the Tigray War and in regional territorial disputes.
-
A.
Ethiopian Special Forces
The Ethiopian Special Forces are elite military units of Ethiopia trained and equipped for high-risk, specialized combat and security operations.
-
B.
Ethiopian Republican Guard
The Ethiopian Republican Guard is an elite security force responsible for protecting Ethiopia’s top political leadership and key government institutions.
-
C.
Armed Forces of Ethiopia
The Armed Forces of Ethiopia are the national military of Ethiopia, responsible for the country’s defense and participation in international peacekeeping and coalition operations.
-
D.
Imperial Ethiopian Army
The Imperial Ethiopian Army was the land warfare branch of Ethiopia's military during the era of the Ethiopian Empire, playing a central role in defending the country's sovereignty and participating in regional conflicts until its dissolution in the late 20th century.
-
E.
Ethiopian National Defense Force General Staff
The Ethiopian National Defense Force General Staff is the central high command responsible for planning, directing, and coordinating all branches of Ethiopia’s armed forces.
- 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_69ca8439f8bc8190997f2ef40c9f0bc2 |
completed | March 30, 2026, 2:10 p.m. |
| NER | Named-entity recognition | batch_69cd7f35394c8190aa77528dabd6139c |
completed | April 1, 2026, 8:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1106aeb708190bbbe1d05b7472194 |
completed | April 4, 2026, 1:21 p.m. |
| NEDg | Description generation | batch_69d111213e9081909865b086681d1bbd |
completed | April 4, 2026, 1:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d111ab40a48190bb77c1cf80ef87a8 |
completed | April 4, 2026, 1:27 p.m. |
Created at: March 30, 2026, 7:51 p.m.