Triple

T9074370
Position Surface form Disambiguated ID Type / Status
Subject Adrar des Ifoghas E217447 entity
Predicate countryBorderContext P4999 FINISHED
Object Mali–Algeria border
The Mali–Algeria border is a remote, largely desert frontier in the central Sahara that separates northern Mali from southern Algeria and has strategic significance for trans-Saharan trade and security.
E776642 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: Mali–Algeria border | Statement: [Adrar des Ifoghas, countryBorderContext, Mali–Algeria border]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mali–Algeria border
Context triple: [Adrar des Ifoghas, countryBorderContext, Mali–Algeria border]
  • A. Mali–Burkina Faso border region
    The Mali–Burkina Faso border region is a sparsely governed Sahelian frontier zone marked by desert and semi-arid landscapes, where state presence is weak and jihadist insurgencies, communal violence, and illicit trafficking are widespread.
  • B. Libya–Algeria border
    The Libya–Algeria border is an arid, sparsely populated frontier in North Africa separating eastern Algeria from western Libya across the Sahara Desert.
  • C. Libya–Tunisia border
    The Libya–Tunisia border is an international boundary in North Africa separating Libya and Tunisia, running from the Mediterranean coast through desert regions near oases such as Ghadames.
  • 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. southern Mali
    Southern Mali is a predominantly rural region of Mali characterized by its savanna landscapes, agricultural activity (especially cotton production), and relatively higher population density compared to the country’s arid north.
  • 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: Mali–Algeria border
Triple: [Adrar des Ifoghas, countryBorderContext, Mali–Algeria border]
Generated description
The Mali–Algeria border is a remote, largely desert frontier in the central Sahara that separates northern Mali from southern Algeria and has strategic significance for trans-Saharan trade and security.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mali–Algeria border
Target entity description: The Mali–Algeria border is a remote, largely desert frontier in the central Sahara that separates northern Mali from southern Algeria and has strategic significance for trans-Saharan trade and security.
  • A. Mali–Burkina Faso border region
    The Mali–Burkina Faso border region is a sparsely governed Sahelian frontier zone marked by desert and semi-arid landscapes, where state presence is weak and jihadist insurgencies, communal violence, and illicit trafficking are widespread.
  • B. Libya–Algeria border
    The Libya–Algeria border is an arid, sparsely populated frontier in North Africa separating eastern Algeria from western Libya across the Sahara Desert.
  • C. Libya–Tunisia border
    The Libya–Tunisia border is an international boundary in North Africa separating Libya and Tunisia, running from the Mediterranean coast through desert regions near oases such as Ghadames.
  • 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. southern Mali
    Southern Mali is a predominantly rural region of Mali characterized by its savanna landscapes, agricultural activity (especially cotton production), and relatively higher population density compared to the country’s arid north.
  • 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_69ca83d6c14c8190bc056d927f00a2a2 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc95c4026c8190b553aedb9f4beabb completed April 1, 2026, 3:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69cffdfe16c4819092c884bc3fe5daeb completed April 3, 2026, 5:50 p.m.
NEDg Description generation batch_69d0013b50e081909595efe822bf5565 completed April 3, 2026, 6:04 p.m.
NED2 Entity disambiguation (via description) batch_69d001f04db48190aaa1fb9efb36df2b completed April 3, 2026, 6:07 p.m.
Created at: March 30, 2026, 7:12 p.m.