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.