Triple

T17382700
Position Surface form Disambiguated ID Type / Status
Subject Baidoa E422608 entity
Predicate historicalRegion P915 FINISHED
Object Upper Jubba
Upper Jubba is a historical region in southwestern Somalia centered around the Jubba River valley, encompassing key towns such as Baidoa.
E1266442 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: Upper Jubba | Statement: [Baidoa, historicalRegion, Upper Jubba]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Upper Jubba
Context triple: [Baidoa, historicalRegion, Upper Jubba]
  • A. 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.
  • 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. Jullab River
    The Jullab River is a minor watercourse in northern Mesopotamia that serves as a tributary of the Balikh River in present-day Syria.
  • 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. JUBBA
    JUBBA is the airline callsign used by Jubba Airways, a regional carrier based in Somalia.
  • 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: Upper Jubba
Triple: [Baidoa, historicalRegion, Upper Jubba]
Generated description
Upper Jubba is a historical region in southwestern Somalia centered around the Jubba River valley, encompassing key towns such as Baidoa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Upper Jubba
Target entity description: Upper Jubba is a historical region in southwestern Somalia centered around the Jubba River valley, encompassing key towns such as Baidoa.
  • A. 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.
  • 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. Jullab River
    The Jullab River is a minor watercourse in northern Mesopotamia that serves as a tributary of the Balikh River in present-day Syria.
  • 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. JUBBA
    JUBBA is the airline callsign used by Jubba Airways, a regional carrier based in Somalia.
  • 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_69d889d6535c81908be333c01deaec4e completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e43a86d8cc81909281b22f5da87d70 completed April 19, 2026, 2:14 a.m.
NED1 Entity disambiguation (via context triple) batch_6a019ff72ca08190a5ea8a1ba6330728 completed May 11, 2026, 9:23 a.m.
NEDg Description generation batch_6a01a1887d408190baf6d68b17917c09 completed May 11, 2026, 9:29 a.m.
NED2 Entity disambiguation (via description) batch_6a01a2777c188190960046cb7c0b8404 completed May 11, 2026, 9:33 a.m.
Created at: April 10, 2026, 5:45 a.m.