Triple
T9446714
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ethiopian Republican Guard |
E227782
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Ethiopian national security apparatus
The Ethiopian national security apparatus is the overarching system of military, intelligence, and law-enforcement institutions responsible for safeguarding Ethiopia’s internal stability, territorial integrity, and regime security.
|
E799451
|
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: Ethiopian national security apparatus | Statement: [Ethiopian Republican Guard, partOf, Ethiopian national security apparatus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ethiopian national security apparatus Context triple: [Ethiopian Republican Guard, partOf, Ethiopian national security apparatus]
-
A.
Eritrean security apparatus
The Eritrean security apparatus is the tightly controlled network of military, intelligence, and police institutions that underpin the authoritarian rule of Eritrea’s ruling party and suppress political dissent.
-
B.
Ministry of Defense of Ethiopia
The Ministry of Defense of Ethiopia is the federal government body responsible for formulating defense policy, overseeing the Ethiopian National Defense Forces, and managing the country’s overall military affairs.
-
C.
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.
-
D.
Egyptian security establishment
The Egyptian security establishment is the powerful network of military, intelligence, and internal security institutions that underpins and protects the country’s authoritarian political order.
-
E.
British Military Administration in Eritrea
The British Military Administration in Eritrea was the Allied-run colonial authority that governed Eritrea after the defeat of Italian rule in East Africa during World War II.
- 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: Ethiopian national security apparatus Triple: [Ethiopian Republican Guard, partOf, Ethiopian national security apparatus]
Generated description
The Ethiopian national security apparatus is the overarching system of military, intelligence, and law-enforcement institutions responsible for safeguarding Ethiopia’s internal stability, territorial integrity, and regime security.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ethiopian national security apparatus Target entity description: The Ethiopian national security apparatus is the overarching system of military, intelligence, and law-enforcement institutions responsible for safeguarding Ethiopia’s internal stability, territorial integrity, and regime security.
-
A.
Eritrean security apparatus
The Eritrean security apparatus is the tightly controlled network of military, intelligence, and police institutions that underpin the authoritarian rule of Eritrea’s ruling party and suppress political dissent.
-
B.
Ministry of Defense of Ethiopia
The Ministry of Defense of Ethiopia is the federal government body responsible for formulating defense policy, overseeing the Ethiopian National Defense Forces, and managing the country’s overall military affairs.
-
C.
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.
-
D.
Egyptian security establishment
The Egyptian security establishment is the powerful network of military, intelligence, and internal security institutions that underpins and protects the country’s authoritarian political order.
-
E.
British Military Administration in Eritrea
The British Military Administration in Eritrea was the Allied-run colonial authority that governed Eritrea after the defeat of Italian rule in East Africa during World War II.
- 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.