Triple

T2900063
Position Surface form Disambiguated ID Type / Status
Subject Erg Chigaga E62633 entity
Predicate nearestTown P350 FINISHED
Object M’Hamid El Ghizlane
M’Hamid El Ghizlane is a remote oasis village in southern Morocco’s Sahara Desert, known as a gateway for camel treks and excursions into the surrounding dunes and desert landscapes.
E307872 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: M’Hamid El Ghizlane | Statement: [Erg Chigaga, nearestTown, M’Hamid El Ghizlane]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: M’Hamid El Ghizlane
Context triple: [Erg Chigaga, nearestTown, M’Hamid El Ghizlane]
  • A. Abd al-Karim al-Jili
    Abd al-Karim al-Jili was a prominent 14th–15th century Sufi mystic and philosopher best known for his metaphysical work "Al-Insan al-Kamil" ("The Perfect Man"), which elaborates on and systematizes Ibn Arabi’s doctrine of divine unity and human perfection.
  • B. Abdallah Menou
    Abdallah Menou was a French general of the Revolutionary and Napoleonic eras who converted to Islam during the French campaign in Egypt and served as a key military and administrative figure there.
  • C. Abdul Khalek Hassouna
    Abdul Khalek Hassouna was an Egyptian diplomat who served as a long-time Secretary-General of the Arab League during the mid-20th century, playing a key role in regional Arab politics and diplomacy.
  • D. Ahmad al-Khatib
    Ahmad al-Khatib was a Syrian politician who briefly served as interim President of Syria following the 1970 Corrective Movement before being succeeded by Hafez al-Assad.
  • E. Zakaria Mohieddin
    Zakaria Mohieddin was an Egyptian military officer and politician who played a key role in the 1952 revolution and later served in senior positions under President Gamal Abdel Nasser, including as vice president and prime minister.
  • 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: M’Hamid El Ghizlane
Triple: [Erg Chigaga, nearestTown, M’Hamid El Ghizlane]
Generated description
M’Hamid El Ghizlane is a remote oasis village in southern Morocco’s Sahara Desert, known as a gateway for camel treks and excursions into the surrounding dunes and desert landscapes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: M’Hamid El Ghizlane
Target entity description: M’Hamid El Ghizlane is a remote oasis village in southern Morocco’s Sahara Desert, known as a gateway for camel treks and excursions into the surrounding dunes and desert landscapes.
  • A. Abd al-Karim al-Jili
    Abd al-Karim al-Jili was a prominent 14th–15th century Sufi mystic and philosopher best known for his metaphysical work "Al-Insan al-Kamil" ("The Perfect Man"), which elaborates on and systematizes Ibn Arabi’s doctrine of divine unity and human perfection.
  • B. Abdallah Menou
    Abdallah Menou was a French general of the Revolutionary and Napoleonic eras who converted to Islam during the French campaign in Egypt and served as a key military and administrative figure there.
  • C. Abdul Khalek Hassouna
    Abdul Khalek Hassouna was an Egyptian diplomat who served as a long-time Secretary-General of the Arab League during the mid-20th century, playing a key role in regional Arab politics and diplomacy.
  • D. Ahmad al-Khatib
    Ahmad al-Khatib was a Syrian politician who briefly served as interim President of Syria following the 1970 Corrective Movement before being succeeded by Hafez al-Assad.
  • E. Zakaria Mohieddin
    Zakaria Mohieddin was an Egyptian military officer and politician who played a key role in the 1952 revolution and later served in senior positions under President Gamal Abdel Nasser, including as vice president and prime minister.
  • 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_69ab4c3e070c8190b78d3d2c005876dd completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abe0b081308190af8875151fb11c4e completed March 7, 2026, 8:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69b0318c544881909f6aabfb2d25e724 completed March 10, 2026, 2:58 p.m.
NEDg Description generation batch_69b038fdc7e881909dd0b6fd4f692e4a completed March 10, 2026, 3:30 p.m.
NED2 Entity disambiguation (via description) batch_69b03bca591c81908b3734cc8f2e712b completed March 10, 2026, 3:42 p.m.
Created at: March 6, 2026, 10:10 p.m.