Triple

T6435957
Position Surface form Disambiguated ID Type / Status
Subject Northwest Region (Cameroon) E129894 entity
Predicate contains P35 FINISHED
Object Ring Road (Northwest Cameroon)
Ring Road (Northwest Cameroon) is a major circular highway network that links key towns and communities across Cameroon’s Northwest Region, serving as a crucial route for regional transport and trade.
E593175 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: Ring Road (Northwest Cameroon) | Statement: [Northwest Region (Cameroon), contains, Ring Road (Northwest Cameroon)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ring Road (Northwest Cameroon)
Context triple: [Northwest Region (Cameroon), contains, Ring Road (Northwest Cameroon)]
  • A. National Road N1 (Cameroon)
    National Road N1 (Cameroon) is a major national highway that serves as a key transport corridor in northern Cameroon, linking important regional centers such as Maroua to the rest of the country.
  • B. Bamenda–Mbouda road
    The Bamenda–Mbouda road is a major roadway in western Cameroon that links the city of Bamenda with Mbouda, serving as an important regional transport corridor.
  • C. National Road N3 (Cameroon)
    National Road N3 (Cameroon) is a major national highway that links the northern city of Maroua with other key regions in Cameroon, serving as an important route for transport and trade.
  • D. Far North Region (Cameroon)
    The Far North Region of Cameroon is the country's northernmost administrative region, known for its Sahelian climate, diverse ethnic groups, and proximity to the borders with Nigeria and Chad.
  • E. North Region (Cameroon)
    North Region (Cameroon) is an administrative region in northern Cameroon known for its Sahelian climate, diverse ethnic groups, and agriculture-based economy.
  • 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: Ring Road (Northwest Cameroon)
Triple: [Northwest Region (Cameroon), contains, Ring Road (Northwest Cameroon)]
Generated description
Ring Road (Northwest Cameroon) is a major circular highway network that links key towns and communities across Cameroon’s Northwest Region, serving as a crucial route for regional transport and trade.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ring Road (Northwest Cameroon)
Target entity description: Ring Road (Northwest Cameroon) is a major circular highway network that links key towns and communities across Cameroon’s Northwest Region, serving as a crucial route for regional transport and trade.
  • A. National Road N1 (Cameroon)
    National Road N1 (Cameroon) is a major national highway that serves as a key transport corridor in northern Cameroon, linking important regional centers such as Maroua to the rest of the country.
  • B. Bamenda–Mbouda road
    The Bamenda–Mbouda road is a major roadway in western Cameroon that links the city of Bamenda with Mbouda, serving as an important regional transport corridor.
  • C. National Road N3 (Cameroon)
    National Road N3 (Cameroon) is a major national highway that links the northern city of Maroua with other key regions in Cameroon, serving as an important route for transport and trade.
  • D. Far North Region (Cameroon)
    The Far North Region of Cameroon is the country's northernmost administrative region, known for its Sahelian climate, diverse ethnic groups, and proximity to the borders with Nigeria and Chad.
  • E. North Region (Cameroon)
    North Region (Cameroon) is an administrative region in northern Cameroon known for its Sahelian climate, diverse ethnic groups, and agriculture-based economy.
  • 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_69c0084caac48190a7bc2ad8ba44536f completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c069622eb881908b40fc8079d312d6 completed March 22, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c640f2915c8190aea3578dcd77dd5f completed March 27, 2026, 8:33 a.m.
NEDg Description generation batch_69c64237ae8881908bbaa2760113da7c completed March 27, 2026, 8:39 a.m.
NED2 Entity disambiguation (via description) batch_69c64658463c8190a1d68beec15cab3d completed March 27, 2026, 8:56 a.m.
Created at: March 22, 2026, 4:45 p.m.