Triple

T3222322
Position Surface form Disambiguated ID Type / Status
Subject Kimbundu E67538 entity
Predicate hasNativeSpeakersIn P5231 FINISHED
Object Luanda Province
Luanda Province is a coastal region of Angola that includes the nation’s capital city, Luanda, and serves as a major political, economic, and cultural center.
 E337756 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: Luanda Province | Statement: [Kimbundu, hasNativeSpeakersIn, Luanda Province]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Luanda Province
Context triple: [Kimbundu, hasNativeSpeakersIn, Luanda Province]
  • A. Haut-Ogooué Province
    Haut-Ogooué Province is a resource-rich administrative region in southeastern Gabon known for its mining industry and diverse ethnic communities.
  • B. Ogooué-Maritime Province
    Ogooué-Maritime Province is a coastal region in western Gabon known for its Atlantic shoreline, rich biodiversity, and inclusion of protected areas such as Loango National Park.
  • C. Ogooué-Ivindo Province
    Ogooué-Ivindo Province is a sparsely populated, heavily forested region in northeastern Gabon known for its rich biodiversity and major protected areas.
  • D. Ogooué-Lolo Province
    Ogooué-Lolo Province is an inland administrative region of southeastern Gabon known for its forested landscapes, river systems, and ethnolinguistic diversity.
  • E. Kongo Central Province
    Kongo Central Province is a coastal region in western Democratic Republic of the Congo known for its Atlantic shoreline, key ports, and role as a major gateway for the country’s maritime trade.
  • 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: Luanda Province
Triple: [Kimbundu, hasNativeSpeakersIn, Luanda Province]
Generated description
Luanda Province is a coastal region of Angola that includes the nation’s capital city, Luanda, and serves as a major political, economic, and cultural center.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Luanda Province
Target entity description: Luanda Province is a coastal region of Angola that includes the nation’s capital city, Luanda, and serves as a major political, economic, and cultural center.
  • A. Haut-Ogooué Province
    Haut-Ogooué Province is a resource-rich administrative region in southeastern Gabon known for its mining industry and diverse ethnic communities.
  • B. Ogooué-Maritime Province
    Ogooué-Maritime Province is a coastal region in western Gabon known for its Atlantic shoreline, rich biodiversity, and inclusion of protected areas such as Loango National Park.
  • C. Ogooué-Ivindo Province
    Ogooué-Ivindo Province is a sparsely populated, heavily forested region in northeastern Gabon known for its rich biodiversity and major protected areas.
  • D. Ogooué-Lolo Province
    Ogooué-Lolo Province is an inland administrative region of southeastern Gabon known for its forested landscapes, river systems, and ethnolinguistic diversity.
  • E. Kongo Central Province
    Kongo Central Province is a coastal region in western Democratic Republic of the Congo known for its Atlantic shoreline, key ports, and role as a major gateway for the country’s maritime trade.
  • 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_69ad858b8adc8190ad989712c87a476b completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adae196da8819086fdcf5d2b21a702 completed March 8, 2026, 5:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2624f74b8819086fd54d0cf326fe9 completed March 12, 2026, 6:50 a.m.
NEDg Description generation batch_69b264c54c508190be85da879935e7f4 completed March 12, 2026, 7:01 a.m.
NED2 Entity disambiguation (via description) batch_69b268d60bd0819097194da2e9065947 completed March 12, 2026, 7:18 a.m.
Created at: March 8, 2026, 3:08 p.m.