Triple
T3298092
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Afgooye |
E69264
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object |
Lower Shabelle
Lower Shabelle is a fertile agricultural region in southern Somalia known for its riverine farms and strategic location near the capital, Mogadishu.
|
E351341
|
NE FINISHED |
How this triple was built (4 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 | Statement: [Afgooye, region, Lower Shabelle]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lower Shabelle Context triple: [Afgooye, region, Lower Shabelle]
-
A.
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.
-
B.
Jubba River
The Jubba River is a major river in the Horn of Africa that flows through southern Somalia to the Indian Ocean, supporting agriculture and settlements along its fertile valley.
-
C.
Atbara River
The Atbara River is a major tributary of the Nile in northeastern Africa, flowing from the Ethiopian Highlands northward through Sudan before joining the main Nile.
-
D.
Gilgel Abay River
The Gilgel Abay River is a major Ethiopian river that drains the southwestern highlands and serves as one of the principal tributaries feeding Lake Tana, the source of the Blue Nile.
-
E.
Bani River
The Bani River is a significant West African waterway that joins the Niger River in Mali, contributing substantially to its flow and regional agriculture.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Lower Shabelle Triple: [Afgooye, region, Lower Shabelle]
Generated description
Lower Shabelle is a fertile agricultural region in southern Somalia known for its riverine farms and strategic location near the capital, Mogadishu.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lower Shabelle Target entity description: Lower Shabelle is a fertile agricultural region in southern Somalia known for its riverine farms and strategic location near the capital, Mogadishu.
-
A.
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.
-
B.
Jubba River
The Jubba River is a major river in the Horn of Africa that flows through southern Somalia to the Indian Ocean, supporting agriculture and settlements along its fertile valley.
-
C.
Atbara River
The Atbara River is a major tributary of the Nile in northeastern Africa, flowing from the Ethiopian Highlands northward through Sudan before joining the main Nile.
-
D.
Gilgel Abay River
The Gilgel Abay River is a major Ethiopian river that drains the southwestern highlands and serves as one of the principal tributaries feeding Lake Tana, the source of the Blue Nile.
-
E.
Bani River
The Bani River is a significant West African waterway that joins the Niger River in Mali, contributing substantially to its flow and regional agriculture.
- F. None of above. chosen
Provenance (5 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_69ad859e529c8190a404273f53cb487d |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb0a2f4708190821edb9700f62d2f |
completed | March 8, 2026, 5:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b325033aa88190a6b54b767f83fa24 |
completed | March 12, 2026, 8:41 p.m. |
| NEDg | Description generation | batch_69b328cb09fc81908922b28a162b860a |
completed | March 12, 2026, 8:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3292d6fa88190a8ca95d9095a69ce |
completed | March 12, 2026, 8:59 p.m. |
Created at: March 8, 2026, 3:10 p.m.