Triple
T9824167
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Al Wahat District |
E238611
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object | Benghazi District |
E212835
|
NE FINISHED |
How this triple was built (2 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: Benghazi District | Statement: [Al Wahat District, borders, Benghazi District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benghazi District Context triple: [Al Wahat District, borders, Benghazi District]
-
A.
Benghazi District
chosen
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.
Ariana Governorate
Ariana Governorate is an administrative region in northern Tunisia that includes parts of the capital’s metropolitan area and serves as an important suburban and agricultural zone.
-
C.
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.
-
D.
Benghazi metropolitan area
The Benghazi metropolitan area is the urban region centered on Benghazi, Libya’s second-largest city and a major economic, cultural, and political hub in the country.
-
E.
Anfa district
Anfa district is an upscale coastal area of Casablanca, Morocco, known for its affluent residential neighborhoods, business centers, and historic significance.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca84e0dd1881909800765d1e21f735 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb316f8948190ada3738787a5cb6a |
completed | April 2, 2026, 12:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1cc810bac8190a5ff94c0717e7706 |
completed | April 5, 2026, 2:44 a.m. |
Created at: March 30, 2026, 8:31 p.m.