Triple

T5847104
Position Surface form Disambiguated ID Type / Status
Subject Ghadames Oasis E129737 entity
Predicate locatedNear P294 FINISHED
Object 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.
E549741 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: Libya–Algeria border | Statement: [Ghadames Oasis, locatedNear, Libya–Algeria border]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Libya–Algeria border
Context triple: [Ghadames Oasis, locatedNear, Libya–Algeria border]
  • A. Egypt–Libya border region
    The Egypt–Libya border region is a strategic desert frontier in North Africa that served as a major theater of operations during the Western Desert Campaign of World War II.
  • B. Eritrean–Djiboutian border
    The Eritrean–Djiboutian border is an internationally recognized boundary in the Horn of Africa that runs through arid coastal and inland terrain near the Red Sea, separating the states of Eritrea and Djibouti.
  • C. El Azizia, Algeria
    El Azizia is a small town in Algeria notable as the birthplace of prominent diplomat Lakhdar Brahimi.
  • 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. 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.
  • 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: Libya–Algeria border
Triple: [Ghadames Oasis, locatedNear, Libya–Algeria border]
Generated description
The Libya–Algeria border is an arid, sparsely populated frontier in North Africa separating eastern Algeria from western Libya across the Sahara Desert.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Libya–Algeria border
Target entity description: The Libya–Algeria border is an arid, sparsely populated frontier in North Africa separating eastern Algeria from western Libya across the Sahara Desert.
  • A. Egypt–Libya border region
    The Egypt–Libya border region is a strategic desert frontier in North Africa that served as a major theater of operations during the Western Desert Campaign of World War II.
  • B. Eritrean–Djiboutian border
    The Eritrean–Djiboutian border is an internationally recognized boundary in the Horn of Africa that runs through arid coastal and inland terrain near the Red Sea, separating the states of Eritrea and Djibouti.
  • C. El Azizia, Algeria
    El Azizia is a small town in Algeria notable as the birthplace of prominent diplomat Lakhdar Brahimi.
  • 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. 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.
  • 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_69c0084bd31c8190a796bb6284845e83 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0351157508190a78d2a7141e0cee8 completed March 22, 2026, 6:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0a1ad4d888190b4a1e605887b2e2c completed March 23, 2026, 2:13 a.m.
NEDg Description generation batch_69c0a27765688190b02a1b0cd39a87fe completed March 23, 2026, 2:16 a.m.
NED2 Entity disambiguation (via description) batch_69c0a2fd7ec081909033994e5556a6ae completed March 23, 2026, 2:18 a.m.
Created at: March 22, 2026, 3:55 p.m.