Triple

T14664753
Position Surface form Disambiguated ID Type / Status
Subject Soninke people E344337 entity
Predicate region P40 FINISHED
Object upper Senegal River valley
The upper Senegal River valley is a historic region of West Africa that served as a cradle for early Soninke civilization and the Ghana Empire, characterized by its riverine landscapes and long-standing trade routes.
E1112786 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 Senegal River valley | Statement: [Soninke people, region, upper Senegal River valley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: upper Senegal River valley
Context triple: [Soninke people, region, upper Senegal River valley]
  • A. lower Senegal River region
    The lower Senegal River region is a fertile floodplain area in West Africa along the lower course of the Senegal River, historically important for agriculture, trade, and early state formation.
  • B. Niger River valley
    The Niger River valley is a fertile and historically significant region in West Africa that has long supported dense human settlement, agriculture, and trade along the course of the Niger River.
  • C. Sanaga River basin
    The Sanaga River basin is the extensive watershed in Cameroon that collects and channels rainfall and tributary flows into the Sanaga River, the country’s largest river system and a key resource for hydropower, ecosystems, and local livelihoods.
  • D. Middle Niger region
    The Middle Niger region is a historically significant area of West Africa along the central course of the Niger River, known for its early urban civilizations, trade networks, and rich cultural heritage.
  • E. Gambia River region
    The Gambia River region is a geographic area in West Africa centered around the Gambia River, known for its diverse ecosystems, historical trade routes, and cultural significance to the surrounding communities.
  • 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 Senegal River valley
Triple: [Soninke people, region, upper Senegal River valley]
Generated description
The upper Senegal River valley is a historic region of West Africa that served as a cradle for early Soninke civilization and the Ghana Empire, characterized by its riverine landscapes and long-standing trade routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: upper Senegal River valley
Target entity description: The upper Senegal River valley is a historic region of West Africa that served as a cradle for early Soninke civilization and the Ghana Empire, characterized by its riverine landscapes and long-standing trade routes.
  • A. lower Senegal River region
    The lower Senegal River region is a fertile floodplain area in West Africa along the lower course of the Senegal River, historically important for agriculture, trade, and early state formation.
  • B. Niger River valley
    The Niger River valley is a fertile and historically significant region in West Africa that has long supported dense human settlement, agriculture, and trade along the course of the Niger River.
  • C. Sanaga River basin
    The Sanaga River basin is the extensive watershed in Cameroon that collects and channels rainfall and tributary flows into the Sanaga River, the country’s largest river system and a key resource for hydropower, ecosystems, and local livelihoods.
  • D. Middle Niger region
    The Middle Niger region is a historically significant area of West Africa along the central course of the Niger River, known for its early urban civilizations, trade networks, and rich cultural heritage.
  • E. Gambia River region
    The Gambia River region is a geographic area in West Africa centered around the Gambia River, known for its diverse ecosystems, historical trade routes, and cultural significance to the surrounding communities.
  • 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_69d822e283fc8190a0e4c235cf880052 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb54c69f8819080a37161deecfba8 completed April 14, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdd5e4789481909a64622a1d284373 completed May 8, 2026, 12:24 p.m.
NEDg Description generation batch_69fdd9b5d7988190927e88feef6a972f completed May 8, 2026, 12:40 p.m.
NED2 Entity disambiguation (via description) batch_69fddaa56f4c8190ba56af6a7a56a201 completed May 8, 2026, 12:44 p.m.
Created at: April 10, 2026, 1:27 a.m.