Triple

T2662936
Position Surface form Disambiguated ID Type / Status
Subject Lingala E54766 entity
Predicate majorUrbanCenters P12871 FINISHED
Object Kinshasa E54433 NE FINISHED

How this triple was built (3 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: Kinshasa | Statement: [Lingala, majorUrbanCenters, Kinshasa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kinshasa
Context triple: [Lingala, majorUrbanCenters, Kinshasa]
  • A. Kinshasa chosen
    Kinshasa is the largest city and political, economic, and cultural center of the Democratic Republic of the Congo, located along the Congo River in Central Africa.
  • B. Brazzaville
    Brazzaville is the capital and largest city of the Republic of the Congo, located on the Congo River directly across from Kinshasa in Central Africa.
  • C. Luanda
    Luanda is the capital and largest city of Angola, a major Atlantic port and economic hub with a history shaped by Portuguese colonial rule and the transatlantic slave trade.
  • D. Malabo
    Malabo is the largest city and main economic and administrative center of Equatorial Guinea, located on the northern coast of Bioko Island in the Gulf of Guinea.
  • E. Kinshasa–Brazzaville metropolitan area
    The Kinshasa–Brazzaville metropolitan area is a unique transborder urban agglomeration spanning the capitals of the Democratic Republic of the Congo and the Republic of the Congo, situated on opposite banks of the Congo River.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: majorUrbanCenters
Context triple: [Lingala, majorUrbanCenters, Kinshasa]
  • A. majorPopulationCenter chosen
    Indicates that a location functions as a primary hub of population concentration and activity within a region.
  • B. largestUrbanConcentrationIn
    Indicates that an entity represents the biggest or most populous urban area located within a specified geographic region.
  • C. otherMajorCity
    Indicates that one city is another major city associated with or comparable in importance or status to the first city.
  • D. largestMetropolitanArea
    Indicates that one entity is the largest metropolitan area associated with, contained within, or relevant to another entity, typically by population or spatial extent.
  • E. majorCityObserved
    Indicates that an observation or event has been recorded as occurring in, or being associated with, a major city.
  • F. None of above.

Provenance (4 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_69ab49e028948190b97e01d73548b1d9 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd96b9f1c8190a8a9460ca88a9aaf completed March 7, 2026, 7:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69b055bd41108190920b7397c16d15f5 completed March 10, 2026, 5:32 p.m.
PD Predicate disambiguation batch_69abd81768748190bd965f367cf6ef37 completed March 7, 2026, 7:47 a.m.
Created at: March 6, 2026, 9:53 p.m.