Triple
T9193197
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | First Chadian Civil War |
E220638
|
entity |
| Predicate | keyFigure |
P256
|
FINISHED |
| Object |
Félix Malloum
Félix Malloum was a Chadian military officer and politician who served as president of Chad in the 1970s, leading the country during a turbulent period marked by civil conflict and political instability.
|
E786740
|
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: Félix Malloum | Statement: [First Chadian Civil War, keyFigure, Félix Malloum]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Félix Malloum Context triple: [First Chadian Civil War, keyFigure, Félix Malloum]
-
A.
Abdou M’Boup
Abdou M’Boup is a Senegalese percussionist and kora player known for his work in world music and collaborations with Western pop and experimental groups.
-
B.
Pierre Goudiaby Atepa
Pierre Goudiaby Atepa is a prominent Senegalese architect known for major landmark projects across Africa and for founding the Atepa Group architectural firm.
-
C.
Mahamadou Issoufou
Mahamadou Issoufou is a Nigerien politician who served as President of Niger from 2011 to 2021 and is recognized for his democratic leadership and governance reforms.
-
D.
Bassirou Diomaye Faye
Bassirou Diomaye Faye is a Senegalese politician and former tax inspector who rose from opposition activism to become the country’s president on a reformist, anti-corruption platform.
-
E.
Guillaume Soro
Guillaume Soro is an Ivorian politician and former rebel leader who served as prime minister and later speaker of the National Assembly, playing a central role in his country’s turbulent political and military crises.
- 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: Félix Malloum Triple: [First Chadian Civil War, keyFigure, Félix Malloum]
Generated description
Félix Malloum was a Chadian military officer and politician who served as president of Chad in the 1970s, leading the country during a turbulent period marked by civil conflict and political instability.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Félix Malloum Target entity description: Félix Malloum was a Chadian military officer and politician who served as president of Chad in the 1970s, leading the country during a turbulent period marked by civil conflict and political instability.
-
A.
Abdou M’Boup
Abdou M’Boup is a Senegalese percussionist and kora player known for his work in world music and collaborations with Western pop and experimental groups.
-
B.
Pierre Goudiaby Atepa
Pierre Goudiaby Atepa is a prominent Senegalese architect known for major landmark projects across Africa and for founding the Atepa Group architectural firm.
-
C.
Mahamadou Issoufou
Mahamadou Issoufou is a Nigerien politician who served as President of Niger from 2011 to 2021 and is recognized for his democratic leadership and governance reforms.
-
D.
Bassirou Diomaye Faye
Bassirou Diomaye Faye is a Senegalese politician and former tax inspector who rose from opposition activism to become the country’s president on a reformist, anti-corruption platform.
-
E.
Guillaume Soro
Guillaume Soro is an Ivorian politician and former rebel leader who served as prime minister and later speaker of the National Assembly, playing a central role in his country’s turbulent political and military crises.
- 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_69ca83e7ba70819088b74866d9da2c30 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccd5c1fa9c8190bc5cc6dce8778694 |
completed | April 1, 2026, 8:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d077797be081908300a5baa0041ce5 |
completed | April 4, 2026, 2:29 a.m. |
| NEDg | Description generation | batch_69d078c3d0348190abc0f4108e4f8192 |
completed | April 4, 2026, 2:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d07923bef48190a6c949d4fedc1342 |
completed | April 4, 2026, 2:36 a.m. |
Created at: March 30, 2026, 7:24 p.m.