Triple
T660615
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Operation Serval |
E11744
|
entity |
| Predicate | supportedBy |
P67
|
FINISHED |
| Object |
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.
|
E84884
|
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 Armed Forces | Statement: [Operation Serval, supportedBy, Malian Armed Forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malian Armed Forces Context triple: [Operation Serval, supportedBy, Malian Armed Forces]
-
A.
National Republican Guard
The National Republican Guard is Portugal’s national gendarmerie force, performing both military and civilian law enforcement duties across the country.
-
B.
Libyan National Army
The Libyan National Army is a faction led by General Khalifa Haftar that controls large parts of eastern Libya and has been a key military and political force in the country’s post-2011 conflict.
-
C.
Sa'ka Forces
Sa'ka Forces are Egypt’s elite special operations troops known for high-risk commando, counterterrorism, and unconventional warfare missions.
-
D.
National Gendarmerie
The National Gendarmerie is France’s national military police force responsible for law enforcement, public safety, and security across much of the country, particularly in rural and suburban areas.
-
E.
Malians
The Malians were an ancient Greek tribe from the region around the Malian Gulf in central Greece, known for their participation in regional religious and political alliances.
- 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 Armed Forces Triple: [Operation Serval, supportedBy, Malian Armed Forces]
Generated description
The Malian Armed Forces are the national military of Mali, responsible for defending the country’s sovereignty and conducting internal security and counterinsurgency operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Malian Armed Forces Target entity description: The Malian Armed Forces are the national military of Mali, responsible for defending the country’s sovereignty and conducting internal security and counterinsurgency operations.
-
A.
National Republican Guard
The National Republican Guard is Portugal’s national gendarmerie force, performing both military and civilian law enforcement duties across the country.
-
B.
Libyan National Army
The Libyan National Army is a faction led by General Khalifa Haftar that controls large parts of eastern Libya and has been a key military and political force in the country’s post-2011 conflict.
-
C.
Sa'ka Forces
Sa'ka Forces are Egypt’s elite special operations troops known for high-risk commando, counterterrorism, and unconventional warfare missions.
-
D.
National Gendarmerie
The National Gendarmerie is France’s national military police force responsible for law enforcement, public safety, and security across much of the country, particularly in rural and suburban areas.
-
E.
Malians
The Malians were an ancient Greek tribe from the region around the Malian Gulf in central Greece, known for their participation in regional religious and political alliances.
- 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_69a4932862a0819098be659c814e4981 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a49fa83c6081909fb786d1773fa88c |
completed | March 1, 2026, 8:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a5dc98e43881909fbc74750f4b6e3b |
completed | March 2, 2026, 6:53 p.m. |
| NEDg | Description generation | batch_69a5dd5d4760819089f8e728a69dddbf |
completed | March 2, 2026, 6:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a5fd38e17481909f1561f1ba0cda7d |
completed | March 2, 2026, 9:12 p.m. |
Created at: March 1, 2026, 7:36 p.m.