Triple
T1842026
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | FAMAS assault rifle |
E41196
|
entity |
| Predicate | usedBy |
P260
|
FINISHED |
| Object |
Djiboutian Armed Forces
The Djiboutian Armed Forces are the national military of Djibouti, responsible for the country’s defense and regional security operations on the Horn of Africa.
|
E207031
|
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: Djiboutian Armed Forces | Statement: [FAMAS assault rifle, usedBy, Djiboutian Armed Forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Djiboutian Armed Forces Context triple: [FAMAS assault rifle, usedBy, Djiboutian Armed Forces]
-
A.
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.
-
B.
Sudan Defence Force
The Sudan Defence Force was a British-organized colonial military force in Anglo-Egyptian Sudan that played a key role in regional security and campaigns during the early to mid-20th century, including World War II.
-
C.
Malian Armed Forces
The Malian Armed Forces are the national military of Mali, responsible for defending the country’s sovereignty and conducting internal security and counterinsurgency operations.
-
D.
Armed Forces of Oman
The Armed Forces of Oman are the unified military organization responsible for the defense and security of the Sultanate of Oman, encompassing its land, air, and naval forces under the command of the Sultan.
-
E.
African Standby Force
The African Standby Force is a continental, multidisciplinary peacekeeping and rapid-deployment military force established by the African Union to respond to conflicts and crises across Africa.
- 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: Djiboutian Armed Forces Triple: [FAMAS assault rifle, usedBy, Djiboutian Armed Forces]
Generated description
The Djiboutian Armed Forces are the national military of Djibouti, responsible for the country’s defense and regional security operations on the Horn of Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Djiboutian Armed Forces Target entity description: The Djiboutian Armed Forces are the national military of Djibouti, responsible for the country’s defense and regional security operations on the Horn of Africa.
-
A.
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.
-
B.
Sudan Defence Force
The Sudan Defence Force was a British-organized colonial military force in Anglo-Egyptian Sudan that played a key role in regional security and campaigns during the early to mid-20th century, including World War II.
-
C.
Malian Armed Forces
The Malian Armed Forces are the national military of Mali, responsible for defending the country’s sovereignty and conducting internal security and counterinsurgency operations.
-
D.
Armed Forces of Oman
The Armed Forces of Oman are the unified military organization responsible for the defense and security of the Sultanate of Oman, encompassing its land, air, and naval forces under the command of the Sultan.
-
E.
African Standby Force
The African Standby Force is a continental, multidisciplinary peacekeeping and rapid-deployment military force established by the African Union to respond to conflicts and crises across Africa.
- 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_69a88648cd44819093303206d96d76ad |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb03e7a7481909c5b902034390ef1 |
completed | March 7, 2026, 4:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adc9be1ef481909cd6f6975bf2165d |
completed | March 8, 2026, 7:10 p.m. |
| NEDg | Description generation | batch_69adcaf078a0819082c4bb48a3820ada |
completed | March 8, 2026, 7:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adce8a68848190ab56f5df7311dbca |
completed | March 8, 2026, 7:31 p.m. |
Created at: March 4, 2026, 7:33 p.m.