Triple
T2456606
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Second Congo War |
E54435
|
entity |
| Predicate | keyLeaderOnOneSide |
P40598
|
FINISHED |
| Object |
Laurent-Désiré Kabila
Laurent-Désiré Kabila was a Congolese revolutionary and politician who became president of the Democratic Republic of the Congo in 1997 after overthrowing Mobutu Sese Seko and led the country during the early years of the Second Congo War.
|
E268802
|
NE FINISHED |
How this triple was built (5 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: Laurent-Désiré Kabila | Statement: [Second Congo War, keyLeaderOnOneSide, Laurent-Désiré Kabila]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Laurent-Désiré Kabila Context triple: [Second Congo War, keyLeaderOnOneSide, Laurent-Désiré Kabila]
-
A.
Thomas Lubanga Dyilo
Thomas Lubanga Dyilo is a Congolese militia leader who became the first person ever convicted by the International Criminal Court for war crimes related to the use of child soldiers.
-
B.
Patrice Lumumba
Patrice Lumumba was a Congolese independence leader and the first Prime Minister of the Democratic Republic of the Congo, known for his anti-colonial stance and assassination in 1961.
-
C.
Inshuti Mu Buzima
Inshuti Mu Buzima is the Rwandan branch of Partners In Health, working with the government to strengthen the health system and deliver high-quality care in rural communities.
-
D.
Paul Kagame
Paul Kagame is the long-serving president of Rwanda, known for leading the country’s post-genocide reconstruction and economic development amid significant controversy over his authoritarian governance.
-
E.
Goukouni Oueddei
Goukouni Oueddei is a Chadian political and military leader who served as President of Chad in the early 1980s and played a key role in the country’s civil conflicts and relations with Libya.
- 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: Laurent-Désiré Kabila Triple: [Second Congo War, keyLeaderOnOneSide, Laurent-Désiré Kabila]
Generated description
Laurent-Désiré Kabila was a Congolese revolutionary and politician who became president of the Democratic Republic of the Congo in 1997 after overthrowing Mobutu Sese Seko and led the country during the early years of the Second Congo War.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Laurent-Désiré Kabila Target entity description: Laurent-Désiré Kabila was a Congolese revolutionary and politician who became president of the Democratic Republic of the Congo in 1997 after overthrowing Mobutu Sese Seko and led the country during the early years of the Second Congo War.
-
A.
Thomas Lubanga Dyilo
Thomas Lubanga Dyilo is a Congolese militia leader who became the first person ever convicted by the International Criminal Court for war crimes related to the use of child soldiers.
-
B.
Patrice Lumumba
Patrice Lumumba was a Congolese independence leader and the first Prime Minister of the Democratic Republic of the Congo, known for his anti-colonial stance and assassination in 1961.
-
C.
Inshuti Mu Buzima
Inshuti Mu Buzima is the Rwandan branch of Partners In Health, working with the government to strengthen the health system and deliver high-quality care in rural communities.
-
D.
Paul Kagame
Paul Kagame is the long-serving president of Rwanda, known for leading the country’s post-genocide reconstruction and economic development amid significant controversy over his authoritarian governance.
-
E.
Goukouni Oueddei
Goukouni Oueddei is a Chadian political and military leader who served as President of Chad in the early 1980s and played a key role in the country’s civil conflicts and relations with Libya.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: keyLeaderOnOneSide Context triple: [Second Congo War, keyLeaderOnOneSide, Laurent-Désiré Kabila]
-
A.
leaderIsUsually
Indicates that an entity typically serves as the leader in relation to another entity or within a given context.
-
B.
keyTarget
Indicates that one entity serves as the primary focus, objective, or intended recipient of another entity’s action, function, or influence.
-
C.
leaderSince
Indicates that an entity has held a leadership role over another entity starting from a specified point in time.
-
D.
keyPosition
Indicates the specific location or placement of a key within a defined space or system.
-
E.
targetLeader
Indicates that one entity is the primary leader, focal authority, or main decision-maker targeted or referenced by another entity or action.
- F. None of above. chosen
Provenance (7 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_69ab49dee84c819096b50a0049c347ac |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd49c5aa081909ab4f726a458b77f |
completed | March 7, 2026, 7:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aef0ca655c81908612983ced5f5786 |
completed | March 9, 2026, 4:09 p.m. |
| NEDg | Description generation | batch_69aef50bc7ac8190add8ee63c5621dc1 |
completed | March 9, 2026, 4:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aef6342d5481908abf683f8e3f80ae |
completed | March 9, 2026, 4:32 p.m. |
| PD | Predicate disambiguation | batch_69abd0b199488190aa381b36593ae1ac |
completed | March 7, 2026, 7:16 a.m. |
| PDg | Predicate description generation | batch_69abd49b5d2481908817aeb171e2bd61 |
completed | March 7, 2026, 7:32 a.m. |
Created at: March 6, 2026, 9:44 p.m.