Triple

T1025630
Position Surface form Disambiguated ID Type / Status
Subject Fezzan E22133 entity
Predicate containsOasis P1888 FINISHED
Object Murzuq Oasis
Murzuq Oasis is a desert oasis settlement in southwestern Libya’s Fezzan region, historically serving as a key stop on trans-Saharan trade routes.
E126427 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: Murzuq Oasis | Statement: [Fezzan, containsOasis, Murzuq Oasis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Murzuq Oasis
Context triple: [Fezzan, containsOasis, Murzuq Oasis]
  • A. Wadi an-Nar
    Wadi an-Nar is the Arabic name for the Kidron Valley’s seasonal watercourse that runs between Jerusalem and the Dead Sea.
  • B. Wadi Rum
    Wadi Rum is a vast desert valley in southern Jordan known for its dramatic sandstone mountains, red sand dunes, and use as a filming location for Mars-like landscapes.
  • C. Salar
    Salar is a Turkic ethnic group primarily residing in northwestern China, known for speaking the Salar language and practicing Islam.
  • D. Oasis of Mara
    Oasis of Mara is a historic desert spring and palm oasis in Twentynine Palms, California, known as a vital water source and cultural site for Native American tribes and early settlers.
  • E. Khora
    Khora is one of the now nearly extinct indigenous languages once spoken by the Great Andamanese people of the Andaman Islands in India.
  • 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: Murzuq Oasis
Triple: [Fezzan, containsOasis, Murzuq Oasis]
Generated description
Murzuq Oasis is a desert oasis settlement in southwestern Libya’s Fezzan region, historically serving as a key stop on trans-Saharan trade routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Murzuq Oasis
Target entity description: Murzuq Oasis is a desert oasis settlement in southwestern Libya’s Fezzan region, historically serving as a key stop on trans-Saharan trade routes.
  • A. Wadi an-Nar
    Wadi an-Nar is the Arabic name for the Kidron Valley’s seasonal watercourse that runs between Jerusalem and the Dead Sea.
  • B. Wadi Rum
    Wadi Rum is a vast desert valley in southern Jordan known for its dramatic sandstone mountains, red sand dunes, and use as a filming location for Mars-like landscapes.
  • C. Salar
    Salar is a Turkic ethnic group primarily residing in northwestern China, known for speaking the Salar language and practicing Islam.
  • D. Oasis of Mara
    Oasis of Mara is a historic desert spring and palm oasis in Twentynine Palms, California, known as a vital water source and cultural site for Native American tribes and early settlers.
  • E. Khora
    Khora is one of the now nearly extinct indigenous languages once spoken by the Great Andamanese people of the Andaman Islands in India.
  • 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_69a493d6e380819097b384986ffc315c completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4bb71e7f88190bf33bbe5ef2c68ff completed March 1, 2026, 10:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac4c15bb8481909ba68f5807581b18 completed March 7, 2026, 4:02 p.m.
NEDg Description generation batch_69ac4d3d095881908276f22c93efe52b completed March 7, 2026, 4:07 p.m.
NED2 Entity disambiguation (via description) batch_69ac4daf3f08819085dba18f97b09961 completed March 7, 2026, 4:09 p.m.
Created at: March 1, 2026, 7:41 p.m.