Triple
T1740014
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tadjourah Region |
E38211
|
entity |
| Predicate | languageSpoken |
P151
|
FINISHED |
| Object | Afar |
E50164
|
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: Afar | Statement: [Tadjourah Region, languageSpoken, Afar]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Afar Context triple: [Tadjourah Region, languageSpoken, Afar]
-
A.
Afar
chosen
Afar is a Cushitic language spoken primarily by the Afar people in the Horn of Africa, especially in Djibouti, Ethiopia, and Eritrea.
-
B.
Hirshabelle
Hirshabelle is a federal member state in central Somalia formed from parts of the Hiiraan and Middle Shabelle regions.
-
C.
Afar Triangle
The Afar Triangle is a geologically active depression in the Horn of Africa where three tectonic plates are pulling apart, creating one of the world’s most prominent rift zones.
-
D.
Dongolawi
Dongolawi is a Nubian language spoken primarily along the Nile in northern Sudan, known for its role in preserving the cultural and linguistic heritage of the Nubian people.
-
E.
Greater Horn of Africa
The Greater Horn of Africa is a broader geopolitical and socio-economic region in eastern Africa that encompasses the Horn of Africa and neighboring countries linked by shared historical, cultural, and security dynamics.
- 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_69a8862b01a48190ab47209063af82d9 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa63c4639c81908b91b2559f0c6a5c |
completed | March 6, 2026, 5:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adc99a3e908190b64f70cf7ab83ed3 |
completed | March 8, 2026, 7:10 p.m. |
Created at: March 4, 2026, 7:30 p.m.