Triple
T3298118
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Afgooye |
E69264
|
entity |
| Predicate | waterSourceForAgriculture |
P27518
|
FINISHED |
| Object | Shabelle River |
E85957
|
NE FINISHED |
How this triple was built (3 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: Shabelle River | Statement: [Afgooye, waterSourceForAgriculture, Shabelle River]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shabelle River Context triple: [Afgooye, waterSourceForAgriculture, Shabelle River]
-
A.
Shabelle River
chosen
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.
Lower Shabelle
Lower Shabelle is a fertile agricultural region in southern Somalia known for its riverine farms and strategic location near the capital, Mogadishu.
-
C.
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.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: waterSourceForAgriculture Context triple: [Afgooye, waterSourceForAgriculture, Shabelle River]
-
A.
waterSource
Indicates that one entity serves as the source or provider of water for another entity.
-
B.
waterSourceType
Indicates the kind or category of source from which water is obtained.
-
C.
waterSourceDedicatedTo
chosen
Indicates that a particular water source is specifically allocated or reserved for a designated use, group, or purpose.
-
D.
sourceOfWaterSupply
Indicates that one entity serves as the origin or provider of another entity’s water supply.
-
E.
waterUse
Indicates the amount or manner in which water is consumed, utilized, or withdrawn by an entity or activity.
- F. None of above.
Provenance (4 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_69b3341e2f508190a21411869375e3e1 |
completed | March 12, 2026, 9:46 p.m. |
| PD | Predicate disambiguation | batch_69ada42407dc81909f60d7a14e1b7934 |
completed | March 8, 2026, 4:30 p.m. |
Created at: March 8, 2026, 3:10 p.m.