Triple
T1940024
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Khoms District |
E41530
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Libyan district system (pre‑2007)
The Libyan district system (pre‑2007) was an administrative framework that divided Libya into a series of districts (shabiyat) used for local governance and organization before a nationwide reorganization of its territorial divisions.
|
E216960
|
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 district system (pre‑2007) | Statement: [Khoms District, partOf, Libyan district system (pre‑2007)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Libyan district system (pre‑2007) Context triple: [Khoms District, partOf, Libyan district system (pre‑2007)]
-
A.
Benghazi District
Benghazi District is an administrative region in northeastern Libya that encompasses the city of Benghazi, one of the country’s largest and most important urban centers.
-
B.
Libyan government
The Libyan government is the central political authority of Libya, responsible for administering the country’s affairs, enforcing laws, and managing national resources and institutions.
-
C.
Libyan Political Dialogue Forum
The Libyan Political Dialogue Forum is a UN-facilitated assembly of Libyan representatives established to negotiate a political roadmap and transitional governance aimed at ending the Second Libyan Civil War and unifying the country’s institutions.
-
D.
Moroccan Atlas system
The Moroccan Atlas system is a major mountain chain in Morocco comprising several ranges, including the Anti-Atlas, that shapes the country’s topography and climate.
-
E.
Italian Libya
Italian Libya was an early 20th-century North African colonial territory under Italian rule, encompassing the regions of Tripolitania, Cyrenaica, and Fezzan.
- 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 district system (pre‑2007) Triple: [Khoms District, partOf, Libyan district system (pre‑2007)]
Generated description
The Libyan district system (pre‑2007) was an administrative framework that divided Libya into a series of districts (shabiyat) used for local governance and organization before a nationwide reorganization of its territorial divisions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Libyan district system (pre‑2007) Target entity description: The Libyan district system (pre‑2007) was an administrative framework that divided Libya into a series of districts (shabiyat) used for local governance and organization before a nationwide reorganization of its territorial divisions.
-
A.
Benghazi District
Benghazi District is an administrative region in northeastern Libya that encompasses the city of Benghazi, one of the country’s largest and most important urban centers.
-
B.
Libyan government
The Libyan government is the central political authority of Libya, responsible for administering the country’s affairs, enforcing laws, and managing national resources and institutions.
-
C.
Libyan Political Dialogue Forum
The Libyan Political Dialogue Forum is a UN-facilitated assembly of Libyan representatives established to negotiate a political roadmap and transitional governance aimed at ending the Second Libyan Civil War and unifying the country’s institutions.
-
D.
Moroccan Atlas system
The Moroccan Atlas system is a major mountain chain in Morocco comprising several ranges, including the Anti-Atlas, that shapes the country’s topography and climate.
-
E.
Italian Libya
Italian Libya was an early 20th-century North African colonial territory under Italian rule, encompassing the regions of Tripolitania, Cyrenaica, and Fezzan.
- 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_69a88649b24c819080047f26b6db2ded |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb2ca385c8190ad0e4bafbb9b5e5c |
completed | March 7, 2026, 5:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adf3f81e0c819090e3f2154215ff18 |
completed | March 8, 2026, 10:11 p.m. |
| NEDg | Description generation | batch_69adf4e94b5081909d4010612d81b917 |
completed | March 8, 2026, 10:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adf60463d88190896cedb2b45a67ed |
completed | March 8, 2026, 10:19 p.m. |
Created at: March 4, 2026, 7:36 p.m.