Triple

T8938464
Position Surface form Disambiguated ID Type / Status
Subject Benghazi District E212835 entity
Predicate partOf P40 FINISHED
Object Libyan municipal system
The Libyan municipal system is the framework of local governance in Libya, organizing the country into administrative districts and municipalities that manage regional and city-level affairs.
E767306 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: Libyan municipal system | Statement: [Benghazi District, partOf, Libyan municipal system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Libyan municipal system
Context triple: [Benghazi District, partOf, Libyan municipal system]
  • A. Allied administration of Libya
    The Allied administration of Libya was the post–World War II military and civil control of Libya by British and French forces before the country gained independence as the Kingdom of Libya in 1951.
  • B. Misrata
    Misrata is a key coastal city in northwestern Libya, known as an important commercial and industrial hub and a strategic port on the Mediterranean Sea.
  • C. Meshwesh Libyans
    The Meshwesh Libyans were an ancient Libyan tribal group from western Egypt and Cyrenaica whose chieftains rose to power and founded the Libyan (Third Intermediate Period) dynasties in ancient Egypt.
  • D. Municipality of Tunis
    The Municipality of Tunis is the local government authority responsible for administering Tunisia’s capital city, including its historic Medina and surrounding urban areas.
  • E. Tobruk District
    Tobruk District is an administrative region in eastern Libya centered on the port city of Tobruk, known for its strategic coastal location and historical significance.
  • 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: Libyan municipal system
Triple: [Benghazi District, partOf, Libyan municipal system]
Generated description
The Libyan municipal system is the framework of local governance in Libya, organizing the country into administrative districts and municipalities that manage regional and city-level affairs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Libyan municipal system
Target entity description: The Libyan municipal system is the framework of local governance in Libya, organizing the country into administrative districts and municipalities that manage regional and city-level affairs.
  • A. Allied administration of Libya
    The Allied administration of Libya was the post–World War II military and civil control of Libya by British and French forces before the country gained independence as the Kingdom of Libya in 1951.
  • B. Misrata
    Misrata is a key coastal city in northwestern Libya, known as an important commercial and industrial hub and a strategic port on the Mediterranean Sea.
  • C. Meshwesh Libyans
    The Meshwesh Libyans were an ancient Libyan tribal group from western Egypt and Cyrenaica whose chieftains rose to power and founded the Libyan (Third Intermediate Period) dynasties in ancient Egypt.
  • D. Municipality of Tunis
    The Municipality of Tunis is the local government authority responsible for administering Tunisia’s capital city, including its historic Medina and surrounding urban areas.
  • E. Tobruk District
    Tobruk District is an administrative region in eastern Libya centered on the port city of Tobruk, known for its strategic coastal location and historical significance.
  • 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_69ca839694c88190b324ffeb43d23b08 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc66b57a348190979effe4f9998eb7 completed April 1, 2026, 12:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfc1eb308c81909f5be133c75ad568 completed April 3, 2026, 1:34 p.m.
NEDg Description generation batch_69cfc24b4fe481909b7c4f58b787a21e completed April 3, 2026, 1:36 p.m.
NED2 Entity disambiguation (via description) batch_69cfc33fbedc8190a8f04ec6f43891f0 completed April 3, 2026, 1:40 p.m.
Created at: March 30, 2026, 6:58 p.m.