Triple

T9268938
Position Surface form Disambiguated ID Type / Status
Subject Tlemcen Arabic E222771 entity
Predicate spokenIn P2266 FINISHED
Object northwestern Algeria
Northwestern Algeria is a geographic region of Algeria bordering Morocco and the Mediterranean Sea, known for its historic cities like Tlemcen and Oran and its blend of Arab, Berber, and Andalusian cultural influences.
E307856 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: northwestern Algeria | Statement: [Tlemcen Arabic, spokenIn, northwestern Algeria]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: northwestern Algeria
Context triple: [Tlemcen Arabic, spokenIn, northwestern Algeria]
  • A. northern Algeria
    Northern Algeria is the country’s coastal and most densely populated region, encompassing major urban and economic centers along the Mediterranean, including the capital area.
  • B. southern Algeria
    Southern Algeria is a vast, sparsely populated region dominated by the Sahara Desert, known for its oases, desert landscapes, and historically important caravan and trade routes.
  • C. eastern Algeria
    Eastern Algeria is the eastern part of the North African country of Algeria, encompassing major cities like Constantine and Annaba and serving as an important hub for industry, culture, and education.
  • D. northwestern Tunisia
    Northwestern Tunisia is a region of Tunisia characterized by its mountainous terrain, proximity to the Algerian border, and a mix of Arab and Berber cultural influences.
  • E. northern Morocco
    Northern Morocco is a region of Morocco encompassing historic cities like Fez and characterized by Mediterranean coastline, Rif Mountains, and a rich blend of Arab, Berber, and Andalusian cultural influences.
  • 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: northwestern Algeria
Triple: [Tlemcen Arabic, spokenIn, northwestern Algeria]
Generated description
Northwestern Algeria is a geographic region of Algeria bordering Morocco and the Mediterranean Sea, known for its historic cities like Tlemcen and Oran and its blend of Arab, Berber, and Andalusian cultural influences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: northwestern Algeria
Target entity description: Northwestern Algeria is a geographic region of Algeria bordering Morocco and the Mediterranean Sea, known for its historic cities like Tlemcen and Oran and its blend of Arab, Berber, and Andalusian cultural influences.
  • A. northern Algeria chosen
    Northern Algeria is the country’s coastal and most densely populated region, encompassing major urban and economic centers along the Mediterranean, including the capital area.
  • B. southern Algeria
    Southern Algeria is a vast, sparsely populated region dominated by the Sahara Desert, known for its oases, desert landscapes, and historically important caravan and trade routes.
  • C. eastern Algeria
    Eastern Algeria is the eastern part of the North African country of Algeria, encompassing major cities like Constantine and Annaba and serving as an important hub for industry, culture, and education.
  • D. northwestern Tunisia
    Northwestern Tunisia is a region of Tunisia characterized by its mountainous terrain, proximity to the Algerian border, and a mix of Arab and Berber cultural influences.
  • E. northern Morocco
    Northern Morocco is a region of Morocco encompassing historic cities like Fez and characterized by Mediterranean coastline, Rif Mountains, and a rich blend of Arab, Berber, and Andalusian cultural influences.
  • 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_69ca841f2e808190a64f4c31903a1332 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd074ef7408190b213c09491918132 completed April 1, 2026, 11:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69d09c2239a08190b954c8c57ced8fd2 completed April 4, 2026, 5:05 a.m.
NEDg Description generation batch_69d09cf11e488190b61f4a61002454e6 completed April 4, 2026, 5:09 a.m.
NED2 Entity disambiguation (via description) batch_69d09e2450048190b5aa31507e54d6c8 completed April 4, 2026, 5:14 a.m.
Created at: March 30, 2026, 7:33 p.m.