Triple
T9446772
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tigray War |
E227783
|
entity |
| Predicate | perpetratorOfAbuses |
P698
|
FINISHED |
| Object |
Amhara regional forces (alleged)
The Amhara regional forces are a militia aligned with Ethiopia’s Amhara regional state that has been accused by multiple observers of committing serious human rights abuses during the Tigray War.
|
E799456
|
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 (alleged) | Statement: [Tigray War, perpetratorOfAbuses, Amhara regional forces (alleged)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amhara regional forces (alleged) Context triple: [Tigray War, perpetratorOfAbuses, Amhara regional forces (alleged)]
-
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.
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.
-
C.
Somaliland forces
Somaliland forces are the military and security units aligned with the self-declared Republic of Somaliland, active primarily in northern Somalia during the Somali Civil War.
-
D.
Ethiopian Republican Guard
The Ethiopian Republican Guard is an elite security force responsible for protecting Ethiopia’s top political leadership and key government institutions.
-
E.
Abkhaz forces
Abkhaz forces were the military units of the breakaway region of Abkhazia that fought alongside Russia against Georgia during the 2008 Russo-Georgian War.
- 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 (alleged) Triple: [Tigray War, perpetratorOfAbuses, Amhara regional forces (alleged)]
Generated description
The Amhara regional forces are a militia aligned with Ethiopia’s Amhara regional state that has been accused by multiple observers of committing serious human rights abuses during the Tigray War.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amhara regional forces (alleged) Target entity description: The Amhara regional forces are a militia aligned with Ethiopia’s Amhara regional state that has been accused by multiple observers of committing serious human rights abuses during the Tigray War.
-
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.
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.
-
C.
Somaliland forces
Somaliland forces are the military and security units aligned with the self-declared Republic of Somaliland, active primarily in northern Somalia during the Somali Civil War.
-
D.
Ethiopian Republican Guard
The Ethiopian Republican Guard is an elite security force responsible for protecting Ethiopia’s top political leadership and key government institutions.
-
E.
Abkhaz forces
Abkhaz forces were the military units of the breakaway region of Abkhazia that fought alongside Russia against Georgia during the 2008 Russo-Georgian War.
- 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.