Triple

T20293529
Position Surface form Disambiguated ID Type / Status
Subject Murzuq District E510087 entity
Predicate locatedIn P40 FINISHED
Object Southwestern Libya NE NERFINISHED

How this triple was built (3 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: Southwestern Libya | Statement: [Murzuq District, locatedIn, Southwestern Libya]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Southwestern Libya
Context triple: [Murzuq District, locatedIn, Southwestern 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. 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.
  • C. 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.
  • D. Ghat, Libya
    Ghat, Libya is a remote desert town in southwestern Libya near the Algerian border, known for its Tuareg culture, historic rock art sites, and location on the edge of the Sahara.
  • E. Libyan coast
    The Libyan coast is the stretch of shoreline along the Mediterranean Sea that borders the North African country of Libya, featuring a mix of sandy beaches, ports, and coastal cities such as Tripoli and Benghazi.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Southwestern Libya
Target entity description: Southwestern Libya is a sparsely populated desert region of Libya that includes parts of the Sahara and several remote administrative districts such as Murzuq.
  • 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. 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.
  • C. 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.
  • D. Ghat, Libya chosen
    Ghat, Libya is a remote desert town in southwestern Libya near the Algerian border, known for its Tuareg culture, historic rock art sites, and location on the edge of the Sahara.
  • E. Libyan coast
    The Libyan coast is the stretch of shoreline along the Mediterranean Sea that borders the North African country of Libya, featuring a mix of sandy beaches, ports, and coastal cities such as Tripoli and Benghazi.
  • F. None of above.

Provenance (2 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_69e0b4c652388190b782cad965e5a098 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e67704262c8190bc903b733d849881 completed April 20, 2026, 6:57 p.m.
Created at: April 16, 2026, 11:13 a.m.