Triple

T2645552
Position Surface form Disambiguated ID Type / Status
Subject Erg Chebbi E62973 entity
Predicate featureOf P1094 FINISHED
Object Moroccan Sahara
The Moroccan Sahara is the vast desert region in southern Morocco, known for its sweeping sand dunes, arid landscapes, and traditional Berber culture.
E285479 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: Moroccan Sahara | Statement: [Erg Chebbi, featureOf, Moroccan Sahara]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Moroccan Sahara
Context triple: [Erg Chebbi, featureOf, Moroccan Sahara]
  • A. Spanish Sahara
    Spanish Sahara was a former Spanish colonial territory in northwest Africa, encompassing the area of present-day Western Sahara.
  • B. Central Sahara
    The Central Sahara is a vast, arid desert region in north-central Africa characterized by extreme climatic conditions, sparse population, and a long history of trans-Saharan trade and nomadic cultures.
  • C. Libyan Desert
    The Libyan Desert is a harsh, arid expanse in the eastern Sahara, spanning parts of Libya and neighboring countries and characterized by vast sand seas, rocky plateaus, and extreme climatic conditions.
  • D. Sahel
    The Sahel is a semi-arid transition zone in Africa between the Sahara Desert to the north and the more humid savannas to the south, spanning several countries from the Atlantic Ocean to the Red Sea.
  • E. Fezzan
    Fezzan is a sparsely populated desert region in southwestern Libya, historically significant as a trans-Saharan trade hub and home to several ancient oasis settlements.
  • 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: Moroccan Sahara
Triple: [Erg Chebbi, featureOf, Moroccan Sahara]
Generated description
The Moroccan Sahara is the vast desert region in southern Morocco, known for its sweeping sand dunes, arid landscapes, and traditional Berber culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Moroccan Sahara
Target entity description: The Moroccan Sahara is the vast desert region in southern Morocco, known for its sweeping sand dunes, arid landscapes, and traditional Berber culture.
  • A. Spanish Sahara
    Spanish Sahara was a former Spanish colonial territory in northwest Africa, encompassing the area of present-day Western Sahara.
  • B. Central Sahara
    The Central Sahara is a vast, arid desert region in north-central Africa characterized by extreme climatic conditions, sparse population, and a long history of trans-Saharan trade and nomadic cultures.
  • C. Libyan Desert
    The Libyan Desert is a harsh, arid expanse in the eastern Sahara, spanning parts of Libya and neighboring countries and characterized by vast sand seas, rocky plateaus, and extreme climatic conditions.
  • D. Sahel
    The Sahel is a semi-arid transition zone in Africa between the Sahara Desert to the north and the more humid savannas to the south, spanning several countries from the Atlantic Ocean to the Red Sea.
  • E. Fezzan
    Fezzan is a sparsely populated desert region in southwestern Libya, historically significant as a trans-Saharan trade hub and home to several ancient oasis settlements.
  • 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_69ab4c3f2dcc819082df80f5e032f690 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abd917192081908e7a2cf780a17b83 completed March 7, 2026, 7:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69af98c50d108190b716dd51c34d3759 completed March 10, 2026, 4:06 a.m.
NEDg Description generation batch_69af9952a95881908d01aa13f5feef43 completed March 10, 2026, 4:08 a.m.
NED2 Entity disambiguation (via description) batch_69af99e68f10819094d758d3a4bc2e9c completed March 10, 2026, 4:11 a.m.
Created at: March 6, 2026, 9:53 p.m.