Triple

T10699671
Position Surface form Disambiguated ID Type / Status
Subject Eastern Libya E252238 entity
Predicate borders P224 FINISHED
Object Central Libya
Central Libya is the middle region of Libya, encompassing parts of the Sahara Desert and key inland and coastal areas between the country’s eastern and western zones.
E881880 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: Central Libya | Statement: [Eastern Libya, borders, Central Libya]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Central Libya
Context triple: [Eastern Libya, borders, Central Libya]
  • A. eastern Libya
    Eastern Libya is a historically significant and sparsely populated region of Libya along the Mediterranean coast, encompassing cities such as Benghazi and Derna and often serving as a focal point of the country’s political and military conflicts.
  • B. western Libya
    Western Libya is the region of Libya encompassing the capital Tripoli and surrounding coastal and inland areas, long marked by strategic political, economic, and military significance.
  • C. Sirte, Libya
    Sirte, Libya is a coastal city on the Mediterranean Sea that gained international prominence as Muammar Gaddafi’s final stronghold and the site of his death during the 2011 Libyan civil war.
  • D. 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.
  • E. Ghadamès region
    Ghadamès region is a historic area in western Libya centered around the ancient oasis town of Ghadamès, known for its distinctive Saharan architecture and long-standing role as a trans-Saharan trading hub.
  • 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: Central Libya
Triple: [Eastern Libya, borders, Central Libya]
Generated description
Central Libya is the middle region of Libya, encompassing parts of the Sahara Desert and key inland and coastal areas between the country’s eastern and western zones.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Central Libya
Target entity description: Central Libya is the middle region of Libya, encompassing parts of the Sahara Desert and key inland and coastal areas between the country’s eastern and western zones.
  • A. eastern Libya
    Eastern Libya is a historically significant and sparsely populated region of Libya along the Mediterranean coast, encompassing cities such as Benghazi and Derna and often serving as a focal point of the country’s political and military conflicts.
  • B. western Libya
    Western Libya is the region of Libya encompassing the capital Tripoli and surrounding coastal and inland areas, long marked by strategic political, economic, and military significance.
  • C. Sirte, Libya
    Sirte, Libya is a coastal city on the Mediterranean Sea that gained international prominence as Muammar Gaddafi’s final stronghold and the site of his death during the 2011 Libyan civil war.
  • D. 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.
  • E. Ghadamès region
    Ghadamès region is a historic area in western Libya centered around the ancient oasis town of Ghadamès, known for its distinctive Saharan architecture and long-standing role as a trans-Saharan trading hub.
  • 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_69d6aa5cbabc8190973e683950d89faf completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6fd8abd7c81909c274aa1699a3695 completed April 9, 2026, 1:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69dbb703b1ec8190b11fbb381c929a90 completed April 12, 2026, 3:15 p.m.
NEDg Description generation batch_69dbbbe3d9dc819088f85d41ef66ab29 completed April 12, 2026, 3:36 p.m.
NED2 Entity disambiguation (via description) batch_69dbc58a5ef481908e67fff6686fb506 completed April 12, 2026, 4:17 p.m.
Created at: April 8, 2026, 9:12 p.m.