Triple
T3963378
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shabelle River |
E85957
|
entity |
| Predicate | flowsThrough |
P225
|
FINISHED |
| Object | Lower Shabelle, Somalia |
E351341
|
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: Lower Shabelle, Somalia | Statement: [Shabelle River, flowsThrough, Lower Shabelle, Somalia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lower Shabelle, Somalia Context triple: [Shabelle River, flowsThrough, Lower Shabelle, Somalia]
-
A.
Lower Shabelle
chosen
Lower Shabelle is a fertile agricultural region in southern Somalia known for its riverine farms and strategic location near the capital, Mogadishu.
-
B.
Lower Shabelle region
The Lower Shabelle region is a fertile, agriculturally important administrative region in southern Somalia, located along the Shabelle River and including key towns such as Afgooye.
-
C.
Hawiye
The Hawiye are one of the largest and most influential Somali clans, historically centered in central and southern Somalia and prominent in the country’s politics, economy, and culture.
-
D.
Shabelle River
The Shabelle River is a major river in the Horn of Africa that flows through Ethiopia into Somalia, playing a crucial role in irrigation, agriculture, and livelihoods in the region.
-
E.
southern Somalia
Southern Somalia is a region of Somalia encompassing areas south of Mogadishu, characterized by fertile river valleys, agricultural activity, and a history of conflict and humanitarian challenges.
- 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_69aed93a96908190bcbdbfa718f155bd |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aef971e5608190a66361484a6f52dc |
completed | March 9, 2026, 4:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5400311bc81908379313e2d444557 |
completed | March 14, 2026, 11:01 a.m. |
Created at: March 9, 2026, 3:31 p.m.