Triple
T5191358
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berbera |
E117160
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object | local municipality of Berbera |
E117160
|
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: local municipality of Berbera | Statement: [Berbera, governingBody, local municipality of Berbera]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: local municipality of Berbera Context triple: [Berbera, governingBody, local municipality of Berbera]
-
A.
Municipality of Essaouira
The Municipality of Essaouira is the local government authority responsible for administering the coastal Moroccan city of Essaouira, including its historic medina.
-
B.
Berbera
chosen
Berbera is a major port city on the Gulf of Aden in Somaliland, serving as a key maritime hub for trade in the Horn of Africa.
-
C.
Port of Berbera
The Port of Berbera is a major deep-water seaport in Somaliland that serves as a key maritime gateway for trade along the Horn of Africa and the Red Sea shipping routes.
-
D.
Banaadir Regional Administration
The Banaadir Regional Administration is the local governmental authority responsible for managing and overseeing public affairs in Somalia’s Banaadir region, which includes the capital city, Mogadishu.
-
E.
Abasha Municipality
Abasha Municipality is a local administrative district in western Georgia that encompasses the town of Abasha and surrounding rural areas.
- 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_69bd44620ff48190bcac01782107a397 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd79ed61c88190bda492f6489f44de |
completed | March 20, 2026, 4:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bee09146788190bfaac25a31e76ab5 |
completed | March 21, 2026, 6:16 p.m. |
Created at: March 20, 2026, 1:46 p.m.