Triple

T8370489
Position Surface form Disambiguated ID Type / Status
Subject 1992 National Pact (Mali) E197439 entity
Predicate geographicFocus P82 FINISHED
Object Azawad region
The Azawad region is a sparsely populated, largely desert area in northern Mali that has been the center of Tuareg-led autonomy and independence movements.
E87135 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: Azawad region | Statement: [1992 National Pact (Mali), geographicFocus, Azawad region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Azawad region
Context triple: [1992 National Pact (Mali), geographicFocus, Azawad region]
  • A. Timbuktu Region
    Timbuktu Region is a vast, sparsely populated administrative area in northern Mali that includes the historic city of Timbuktu and has been a focal point of conflict and counterinsurgency operations in the Sahel.
  • B. Obock Region
    Obock Region is an administrative region in northeastern Djibouti, located along the Red Sea coast and known for its strategic maritime position.
  • C. Tadjourah Region
    Tadjourah Region is an administrative region in western Djibouti known for its arid landscapes and for encompassing Lake Assal, one of the saltiest and lowest-lying lakes in the world.
  • D. Maghreb-Sahel interface
    The Maghreb-Sahel interface is a transitional zone in North and West Africa where the cultures, economies, and ecologies of the North African Maghreb and the sub-Saharan Sahel intersect and blend.
  • E. Kidal Region
    Kidal Region is a sparsely populated, desert area in northeastern Mali that has been a focal point of Tuareg rebellions, Islamist insurgency, and French military intervention.
  • 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: Azawad region
Triple: [1992 National Pact (Mali), geographicFocus, Azawad region]
Generated description
The Azawad region is a sparsely populated, largely desert area in northern Mali that has been the center of Tuareg-led autonomy and independence movements.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Azawad region
Target entity description: The Azawad region is a sparsely populated, largely desert area in northern Mali that has been the center of Tuareg-led autonomy and independence movements.
  • A. Timbuktu Region
    Timbuktu Region is a vast, sparsely populated administrative area in northern Mali that includes the historic city of Timbuktu and has been a focal point of conflict and counterinsurgency operations in the Sahel.
  • B. Obock Region
    Obock Region is an administrative region in northeastern Djibouti, located along the Red Sea coast and known for its strategic maritime position.
  • C. Tadjourah Region
    Tadjourah Region is an administrative region in western Djibouti known for its arid landscapes and for encompassing Lake Assal, one of the saltiest and lowest-lying lakes in the world.
  • D. Maghreb-Sahel interface
    The Maghreb-Sahel interface is a transitional zone in North and West Africa where the cultures, economies, and ecologies of the North African Maghreb and the sub-Saharan Sahel intersect and blend.
  • E. Kidal Region chosen
    Kidal Region is a sparsely populated, desert area in northeastern Mali that has been a focal point of Tuareg rebellions, Islamist insurgency, and French military intervention.
  • F. None of above.

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_69ca82f56730819080cec5d991c76f4c completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb80a400888190bef114052f3c4f76 completed March 31, 2026, 8:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69ce6ccf66d48190a457e0ea869b278e completed April 2, 2026, 1:19 p.m.
NEDg Description generation batch_69ce6ec1e74081908fc235ffd13ef301 completed April 2, 2026, 1:27 p.m.
NED2 Entity disambiguation (via description) batch_69ce6fe13a00819095f5bec408435426 completed April 2, 2026, 1:32 p.m.
Created at: March 30, 2026, 6:01 p.m.