Triple

T301644
Position Surface form Disambiguated ID Type / Status
Subject Old Town of Ghadamès E6208 entity
Predicate locatedInRegion P40 FINISHED
Object northwestern Libya
Northwestern Libya is a sparsely populated region of Libya bordering Tunisia and Algeria, characterized by desert landscapes, oases, and historic towns such as Ghadamès.
E27027 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 Libya | Statement: [Old Town of Ghadamès, locatedInRegion, northwestern Libya]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: northwestern Libya
Context triple: [Old Town of Ghadamès, locatedInRegion, northwestern Libya]
  • A. Tripolitania
    Tripolitania is a historic coastal region in northwestern Libya centered around the city of Tripoli, known for its long history under Phoenician, Roman, and Ottoman rule.
  • B. 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.
  • C. Libya
    Libya is a North African country on the Mediterranean coast, known for its vast desert landscapes, significant oil reserves, and history spanning from ancient civilizations to modern political upheavals.
  • D. Cyrenaica
    Cyrenaica is a historic coastal region in eastern Libya, centered around the ancient Greek city of Cyrene and long significant as a cultural and political area in North Africa.
  • E. Tadjourah Region
    Tadjourah Region is an administrative region in western Djibouti known for its arid landscapes and for encompassing Lake Assal, one of the saltiest and lowest-lying lakes in the world.
  • 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 Libya
Triple: [Old Town of Ghadamès, locatedInRegion, northwestern Libya]
Generated description
Northwestern Libya is a sparsely populated region of Libya bordering Tunisia and Algeria, characterized by desert landscapes, oases, and historic towns such as Ghadamès.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: northwestern Libya
Target entity description: Northwestern Libya is a sparsely populated region of Libya bordering Tunisia and Algeria, characterized by desert landscapes, oases, and historic towns such as Ghadamès.
  • A. Tripolitania chosen
    Tripolitania is a historic coastal region in northwestern Libya centered around the city of Tripoli, known for its long history under Phoenician, Roman, and Ottoman rule.
  • B. 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.
  • C. Libya
    Libya is a North African country on the Mediterranean coast, known for its vast desert landscapes, significant oil reserves, and history spanning from ancient civilizations to modern political upheavals.
  • D. Cyrenaica
    Cyrenaica is a historic coastal region in eastern Libya, centered around the ancient Greek city of Cyrene and long significant as a cultural and political area in North Africa.
  • E. Tadjourah Region
    Tadjourah Region is an administrative region in western Djibouti known for its arid landscapes and for encompassing Lake Assal, one of the saltiest and lowest-lying lakes in the world.
  • 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_69a2e79230508190b912ecb555aae17e completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ea0dd1dc8190aecd5afdeb2fd74b completed Feb. 28, 2026, 1:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3c8b480388190b5f7f9e11479de91 completed March 1, 2026, 5:03 a.m.
NEDg Description generation batch_69a3c91e8b88819099e54b7869cc293d completed March 1, 2026, 5:05 a.m.
NED2 Entity disambiguation (via description) batch_69a3c9731df881908e342ace3635b5cc completed March 1, 2026, 5:06 a.m.
Created at: Feb. 28, 2026, 1:06 p.m.