Triple

T3356995
Position Surface form Disambiguated ID Type / Status
Subject Makhuwa E70628 entity
Predicate region P40 FINISHED
Object Nampula Province
Nampula Province is a populous and economically significant region in northern Mozambique, known for its Makhuwa-speaking communities and important agricultural and trade activities.
 E350864 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: Nampula Province | Statement: [Makhuwa, region, Nampula Province]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nampula Province
Context triple: [Makhuwa, region, Nampula Province]
  • A. Inhambane Province
    Inhambane Province is a coastal region in southern Mozambique known for its historic towns, coconut palms, and popular beach and diving destinations along the Indian Ocean.
  • B. Moxico Province
    Moxico Province is the largest and one of the most war-affected provinces in eastern Angola, known for its strategic role and heavy fighting during the Angolan Civil War.
  • C. Sofala Province
    Sofala Province is a coastal region of central Mozambique that includes the important port city of Beira and is known for its role as a transport and economic hub.
  • D. Cuanza Norte Province
    Cuanza Norte Province is a central Angolan province known for its predominantly Kimbundu-speaking population and a mix of agricultural and forested landscapes.
  • E. Cuanza Sul Province
    Cuanza Sul Province is a coastal region of Angola known for its agricultural economy, diverse ethnic communities, and use of the Kimbundu language among its inhabitants.
  • 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: Nampula Province
Triple: [Makhuwa, region, Nampula Province]
Generated description
Nampula Province is a populous and economically significant region in northern Mozambique, known for its Makhuwa-speaking communities and important agricultural and trade activities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nampula Province
Target entity description: Nampula Province is a populous and economically significant region in northern Mozambique, known for its Makhuwa-speaking communities and important agricultural and trade activities.
  • A. Inhambane Province
    Inhambane Province is a coastal region in southern Mozambique known for its historic towns, coconut palms, and popular beach and diving destinations along the Indian Ocean.
  • B. Moxico Province
    Moxico Province is the largest and one of the most war-affected provinces in eastern Angola, known for its strategic role and heavy fighting during the Angolan Civil War.
  • C. Sofala Province
    Sofala Province is a coastal region of central Mozambique that includes the important port city of Beira and is known for its role as a transport and economic hub.
  • D. Cuanza Norte Province
    Cuanza Norte Province is a central Angolan province known for its predominantly Kimbundu-speaking population and a mix of agricultural and forested landscapes.
  • E. Cuanza Sul Province
    Cuanza Sul Province is a coastal region of Angola known for its agricultural economy, diverse ethnic communities, and use of the Kimbundu language among its inhabitants.
  • 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_69ad85a660c48190998489309a3b4869 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb244435c81908e35d2aa36ec4f46 completed March 8, 2026, 5:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3253b03e8819082a5bf5bd5c5d5cb completed March 12, 2026, 8:42 p.m.
NEDg Description generation batch_69b325ffdef081909b9665468f305336 completed March 12, 2026, 8:45 p.m.
NED2 Entity disambiguation (via description) batch_69b32714d57c8190a59619dfab19656f completed March 12, 2026, 8:50 p.m.
Created at: March 8, 2026, 3:13 p.m.