Triple
T3952003
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malian Armed Forces |
E84884
|
entity |
| Predicate | serviceBranch |
P2099
|
FINISHED |
| Object |
Malian Air Force
The Malian Air Force is the aerial warfare branch of Mali’s military, responsible for defending the country’s airspace and providing air support to ground operations.
|
E403216
|
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: Malian Air Force | Statement: [Malian Armed Forces, serviceBranch, Malian Air Force]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malian Air Force Context triple: [Malian Armed Forces, serviceBranch, Malian Air Force]
-
A.
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.
-
B.
Malian National Guard
The Malian National Guard is a branch of Mali’s security forces responsible for internal security, territorial defense, and support to civil authorities, including maintaining public order and protecting key institutions.
-
C.
Algerian Air Force
The Algerian Air Force is the aerial warfare branch of Algeria’s military, responsible for defending the country’s airspace and conducting air operations using a mix of Soviet/Russian and Western aircraft.
-
D.
Niger Armed Forces
The Niger Armed Forces are the national military of Niger, responsible for defending the country’s sovereignty, maintaining internal security, and conducting operations against insurgent and rebel groups.
-
E.
Ministry of Defence of Mali
The Ministry of Defence of Mali is the government department responsible for formulating and implementing Mali’s national defense policy and overseeing its 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: Malian Air Force Triple: [Malian Armed Forces, serviceBranch, Malian Air Force]
Generated description
The Malian Air Force is the aerial warfare branch of Mali’s military, responsible for defending the country’s airspace and providing air support to ground operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Malian Air Force Target entity description: The Malian Air Force is the aerial warfare branch of Mali’s military, responsible for defending the country’s airspace and providing air support to ground operations.
-
A.
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.
-
B.
Malian National Guard
The Malian National Guard is a branch of Mali’s security forces responsible for internal security, territorial defense, and support to civil authorities, including maintaining public order and protecting key institutions.
-
C.
Algerian Air Force
The Algerian Air Force is the aerial warfare branch of Algeria’s military, responsible for defending the country’s airspace and conducting air operations using a mix of Soviet/Russian and Western aircraft.
-
D.
Niger Armed Forces
The Niger Armed Forces are the national military of Niger, responsible for defending the country’s sovereignty, maintaining internal security, and conducting operations against insurgent and rebel groups.
-
E.
Ministry of Defence of Mali
The Ministry of Defence of Mali is the government department responsible for formulating and implementing Mali’s national defense policy and overseeing its 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_69aed934fbfc8190847068e4546de963 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aef939d1308190930dc2c8272eafa4 |
completed | March 9, 2026, 4:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b53ffc49f48190949d14113031dd85 |
completed | March 14, 2026, 11:01 a.m. |
| NEDg | Description generation | batch_69b54111e5188190ab8ec23124c22981 |
completed | March 14, 2026, 11:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b54193105c81909e2a4e368aae36e8 |
completed | March 14, 2026, 11:08 a.m. |
Created at: March 9, 2026, 3:30 p.m.