Triple
T6122152
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Operation Licorne |
E136509
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
French military interventions in Africa
French military interventions in Africa are a series of operations by France’s armed forces across the continent, often aimed at crisis management, counterinsurgency, and supporting allied governments in its former colonies.
|
E570320
|
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: French military interventions in Africa | Statement: [Operation Licorne, partOf, French military interventions in Africa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: French military interventions in Africa Context triple: [Operation Licorne, partOf, French military interventions in Africa]
-
A.
French forces in Côte d’Ivoire
French forces in Côte d’Ivoire were a military contingent deployed by France to stabilize the country during its civil conflict and support international peacekeeping efforts.
-
B.
Operation Serval
Operation Serval was a 2013 French-led military intervention in Mali aimed at halting Islamist militant advances and stabilizing the country.
-
C.
West African peacekeeping forces
West African peacekeeping forces were a regional military intervention contingent, largely organized under ECOWAS, deployed to stabilize conflict zones such as Liberia during its civil war.
-
D.
Tuareg rebellions in Mali
The Tuareg rebellions in Mali are a series of uprisings by Tuareg groups in northern Mali seeking greater autonomy or independence, which have repeatedly destabilized the region since the 1960s.
-
E.
Rallying of French Equatorial Africa to Free France
The Rallying of French Equatorial Africa to Free France was a pivotal 1940 political and military shift in which the territories of French Equatorial Africa declared support for Charles de Gaulle’s Free French movement against Vichy France 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: French military interventions in Africa Triple: [Operation Licorne, partOf, French military interventions in Africa]
Generated description
French military interventions in Africa are a series of operations by France’s armed forces across the continent, often aimed at crisis management, counterinsurgency, and supporting allied governments in its former colonies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: French military interventions in Africa Target entity description: French military interventions in Africa are a series of operations by France’s armed forces across the continent, often aimed at crisis management, counterinsurgency, and supporting allied governments in its former colonies.
-
A.
French forces in Côte d’Ivoire
French forces in Côte d’Ivoire were a military contingent deployed by France to stabilize the country during its civil conflict and support international peacekeeping efforts.
-
B.
Operation Serval
Operation Serval was a 2013 French-led military intervention in Mali aimed at halting Islamist militant advances and stabilizing the country.
-
C.
West African peacekeeping forces
West African peacekeeping forces were a regional military intervention contingent, largely organized under ECOWAS, deployed to stabilize conflict zones such as Liberia during its civil war.
-
D.
Tuareg rebellions in Mali
The Tuareg rebellions in Mali are a series of uprisings by Tuareg groups in northern Mali seeking greater autonomy or independence, which have repeatedly destabilized the region since the 1960s.
-
E.
Rallying of French Equatorial Africa to Free France
The Rallying of French Equatorial Africa to Free France was a pivotal 1940 political and military shift in which the territories of French Equatorial Africa declared support for Charles de Gaulle’s Free French movement against Vichy France 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_69c0089f851c81909e5e189a617dcff6 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c05c247b7081909972b40afb165e6f |
completed | March 22, 2026, 9:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c135a5c428819090066ad785296736 |
completed | March 23, 2026, 12:44 p.m. |
| NEDg | Description generation | batch_69c13784569c819084aea01ac3d2c5dc |
completed | March 23, 2026, 12:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c137fd85cc8190ad213d3462e39d5c |
completed | March 23, 2026, 12:54 p.m. |
Created at: March 22, 2026, 4:14 p.m.