Triple

T11349102

Position	Surface form	Disambiguated ID	Type / Status
Subject	Movement for the Liberation of Congo	`E268795`	entity
Predicate	leader	`P981`	FINISHED
Object	Jean-Pierre Bemba Jean-Pierre Bemba is a Congolese politician and former rebel leader who served as vice president of the Democratic Republic of the Congo and was tried by the International Criminal Court for war crimes and crimes against humanity.	`E931684`	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: Jean-Pierre Bemba | Statement: [Movement for the Liberation of Congo, leader, Jean-Pierre Bemba]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Jean-Pierre Bemba
Context triple: [Movement for the Liberation of Congo, leader, Jean-Pierre Bemba]

A. Joseph Kabila
Joseph Kabila is a Congolese politician who served as president of the Democratic Republic of the Congo from 2001 to 2019, overseeing a fragile post-war transition marked by conflict, contested elections, and efforts at reconstruction.
B. 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.
C. Théoneste Bagosora
Théoneste Bagosora was a Rwandan military officer widely regarded as a key architect of the 1994 Rwandan genocide and was convicted of genocide and crimes against humanity by an international tribunal.
D. 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.
E. Isaach de Bankolé
Isaach de Bankolé is an Ivorian-French actor known for his distinctive presence in international cinema, including prominent roles in several of Jim Jarmusch’s films.
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: Jean-Pierre Bemba
Triple: [Movement for the Liberation of Congo, leader, Jean-Pierre Bemba]

Generated description

Jean-Pierre Bemba is a Congolese politician and former rebel leader who served as vice president of the Democratic Republic of the Congo and was tried by the International Criminal Court for war crimes and crimes against humanity.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Jean-Pierre Bemba
Target entity description: Jean-Pierre Bemba is a Congolese politician and former rebel leader who served as vice president of the Democratic Republic of the Congo and was tried by the International Criminal Court for war crimes and crimes against humanity.

A. Joseph Kabila
Joseph Kabila is a Congolese politician who served as president of the Democratic Republic of the Congo from 2001 to 2019, overseeing a fragile post-war transition marked by conflict, contested elections, and efforts at reconstruction.
B. 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.
C. Théoneste Bagosora
Théoneste Bagosora was a Rwandan military officer widely regarded as a key architect of the 1994 Rwandan genocide and was convicted of genocide and crimes against humanity by an international tribunal.
D. 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.
E. Isaach de Bankolé
Isaach de Bankolé is an Ivorian-French actor known for his distinctive presence in international cinema, including prominent roles in several of Jim Jarmusch’s films.
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_69d6aacbe18081909e5fadb50082dd96`	completed	April 8, 2026, 7:21 p.m.
NER	Named-entity recognition	`batch_69d7ea23391c819089e8f9725cb3a0ff`	completed	April 9, 2026, 6:04 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69e684d1bcd08190925cc9a2e844c900`	completed	April 20, 2026, 7:56 p.m.
NEDg	Description generation	`batch_69e68fd6b6088190b24f552b5afc3f55`	completed	April 20, 2026, 8:43 p.m.
NED2	Entity disambiguation (via description)	`batch_69e6b7a31b4081909b06bc9b6d0a1617`	completed	April 20, 2026, 11:32 p.m.

Created at: April 8, 2026, 9:33 p.m.