Triple

T8370488
Position Surface form Disambiguated ID Type / Status
Subject 1992 National Pact (Mali) E197439 entity
Predicate geographicFocus P82 FINISHED
Object northern Mali
Northern Mali is a sparsely populated, largely desert region of Mali that has been a focal point of Tuareg rebellions, armed conflict, and peace negotiations.
 E729423 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: northern Mali | Statement: [1992 National Pact (Mali), geographicFocus, northern Mali]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: northern Mali
Context triple: [1992 National Pact (Mali), geographicFocus, northern Mali]
  • A. eastern Mali
    Eastern Mali is a sparsely populated Sahelian region of Mali that includes the historic trading city of Gao along the Niger River and is known for its desert landscapes and security challenges.
  • B. southwestern Mali
    Southwestern Mali is a region of Mali that includes the national capital, Bamako, and serves as an important political and economic center of the country.
  • C. central Mali
    Central Mali is a region of Mali characterized by its Sahelian landscape, diverse ethnic communities, and recent history of conflict and insurgent activity.
  • D. Northern Niger
    Northern Niger is a sparsely populated Saharan region characterized by desert landscapes, nomadic communities, and a history of Tuareg insurgencies.
  • E. Southern Niger
    Southern Niger is a predominantly Hausa-inhabited region of Niger known for its dense population, agricultural activity, and role as a cultural and economic heartland of the country.
  • 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: northern Mali
Triple: [1992 National Pact (Mali), geographicFocus, northern Mali]
Generated description
Northern Mali is a sparsely populated, largely desert region of Mali that has been a focal point of Tuareg rebellions, armed conflict, and peace negotiations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: northern Mali
Target entity description: Northern Mali is a sparsely populated, largely desert region of Mali that has been a focal point of Tuareg rebellions, armed conflict, and peace negotiations.
  • A. eastern Mali
    Eastern Mali is a sparsely populated Sahelian region of Mali that includes the historic trading city of Gao along the Niger River and is known for its desert landscapes and security challenges.
  • B. southwestern Mali
    Southwestern Mali is a region of Mali that includes the national capital, Bamako, and serves as an important political and economic center of the country.
  • C. central Mali
    Central Mali is a region of Mali characterized by its Sahelian landscape, diverse ethnic communities, and recent history of conflict and insurgent activity.
  • D. Northern Niger
    Northern Niger is a sparsely populated Saharan region characterized by desert landscapes, nomadic communities, and a history of Tuareg insurgencies.
  • E. Southern Niger
    Southern Niger is a predominantly Hausa-inhabited region of Niger known for its dense population, agricultural activity, and role as a cultural and economic heartland of the country.
  • 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_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_69cde7d0a6d081909ffe138f80605992 completed April 2, 2026, 3:51 a.m.
NEDg Description generation batch_69cdeb2209908190a9c2b7258295561e completed April 2, 2026, 4:05 a.m.
NED2 Entity disambiguation (via description) batch_69cdec53410c8190b4c5e412922801dd completed April 2, 2026, 4:10 a.m.
Created at: March 30, 2026, 6:01 p.m.