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.