Triple

T20293529
Position Surface form Disambiguated ID Type / Status
Subject Murzuq District E510087 entity
Predicate locatedIn P40 FINISHED
Object Southwestern Libya
Southwestern Libya is a sparsely populated desert region of Libya that includes parts of the Sahara and several remote administrative districts such as Murzuq.
E873421 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: 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.
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: Southwestern Libya
Triple: [Murzuq District, locatedIn, Southwestern Libya]
Generated 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.
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 (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_69e0b4c652388190b782cad965e5a098 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e67704262c8190bc903b733d849881 completed April 20, 2026, 6:57 p.m.
NED1 Entity disambiguation (via context triple) batch_6a085a3004dc8190ba5a464710b5a4ca completed May 16, 2026, 11:51 a.m.
NEDg Description generation batch_6a085b916420819086ee8f19c1b9cf9f completed May 16, 2026, 11:57 a.m.
NED2 Entity disambiguation (via description) batch_6a085c149d508190b3349c4c99df7628 completed May 16, 2026, 11:59 a.m.
Created at: April 16, 2026, 11:13 a.m.