Triple
T8938468
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benghazi District |
E212835
|
entity |
| Predicate | hasPopulationCenter |
P2106
|
FINISHED |
| Object | Benghazi metropolitan area |
E727112
|
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 metropolitan area | Statement: [Benghazi District, hasPopulationCenter, Benghazi metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benghazi metropolitan area Context triple: [Benghazi District, hasPopulationCenter, Benghazi metropolitan area]
-
A.
Benghazi metropolitan area
chosen
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.
-
B.
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.
-
C.
Hannibal Micropolitan Area
The Hannibal Micropolitan Area is a small urban region in northeastern Missouri centered around the city of Hannibal, known as the boyhood home of author Mark Twain.
-
D.
Benghazi
Benghazi is a major port city in eastern Libya that has historically served as a key political, economic, and cultural center of the country.
-
E.
Alabaster metropolitan area
The Alabaster metropolitan area is a suburban region centered on the city of Alabaster in Alabama, forming part of the greater Birmingham–Hoover urban area.
- 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_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. |
Created at: March 30, 2026, 6:58 p.m.