Triple

T11134785
Position Surface form Disambiguated ID Type / Status
Subject Faya-Largeau E263381 entity
Predicate locatedIn P40 FINISHED
Object Borkou Region
Borkou Region is a sparsely populated administrative region in northern Chad, encompassing parts of the Sahara Desert and serving as an important center for desert trade and transport.
E907938 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: Borkou Region | Statement: [Faya-Largeau, locatedIn, Borkou Region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Borkou Region
Context triple: [Faya-Largeau, locatedIn, Borkou Region]
  • A. 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.
  • B. Liptako-Gourma region
    The Liptako-Gourma region is a tri-border Sahelian area spanning parts of Mali, Niger, and Burkina Faso, known for its security crises, jihadist insurgencies, and significant but underdeveloped natural resources.
  • C. Kayes Region
    Kayes Region is a large administrative region in western Mali known for its hot climate, mining activities, and position along key transport routes linking Mali to Senegal.
  • D. Chari-Baguirmi region
    Chari-Baguirmi is an administrative region in southwestern Chad that includes parts of the traditional homeland of Sara-speaking communities.
  • E. Logone region
    The Logone region is an area in Central Africa, spanning parts of Chad and Cameroon along the Logone River, known for its diverse ethnic groups and use of the Sara language.
  • 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: Borkou Region
Triple: [Faya-Largeau, locatedIn, Borkou Region]
Generated description
Borkou Region is a sparsely populated administrative region in northern Chad, encompassing parts of the Sahara Desert and serving as an important center for desert trade and transport.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Borkou Region
Target entity description: Borkou Region is a sparsely populated administrative region in northern Chad, encompassing parts of the Sahara Desert and serving as an important center for desert trade and transport.
  • A. 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.
  • B. Liptako-Gourma region
    The Liptako-Gourma region is a tri-border Sahelian area spanning parts of Mali, Niger, and Burkina Faso, known for its security crises, jihadist insurgencies, and significant but underdeveloped natural resources.
  • C. Kayes Region
    Kayes Region is a large administrative region in western Mali known for its hot climate, mining activities, and position along key transport routes linking Mali to Senegal.
  • D. Chari-Baguirmi region
    Chari-Baguirmi is an administrative region in southwestern Chad that includes parts of the traditional homeland of Sara-speaking communities.
  • E. Logone region
    The Logone region is an area in Central Africa, spanning parts of Chad and Cameroon along the Logone River, known for its diverse ethnic groups and use of the Sara language.
  • 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_69d6aa9c0ba08190bbd19c217489b755 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e85daddc8190a1ae2a4a75cc8d50 completed April 9, 2026, 5:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69e441fa286881909a8279a8ea6944e7 completed April 19, 2026, 2:46 a.m.
NEDg Description generation batch_69e44c09163481909d6a469b1e50b6ff completed April 19, 2026, 3:29 a.m.
NED2 Entity disambiguation (via description) batch_69e4519f4d408190be9863c72006ecad completed April 19, 2026, 3:53 a.m.
Created at: April 8, 2026, 9:28 p.m.