Triple

T3698642
Position Surface form Disambiguated ID Type / Status
Subject Kinshasa–Brazzaville metropolitan area E78518 entity
Predicate borderingCountryPair P30010 FINISHED
Object Democratic Republic of the Congo–Republic of the Congo E9695 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: Democratic Republic of the Congo–Republic of the Congo | Statement: [Kinshasa–Brazzaville metropolitan area, borderingCountryPair, Democratic Republic of the Congo–Republic of the Congo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Democratic Republic of the Congo–Republic of the Congo
Context triple: [Kinshasa–Brazzaville metropolitan area, borderingCountryPair, Democratic Republic of the Congo–Republic of the Congo]
  • A. Republic of the Congo
    The Republic of the Congo is a Central African nation along the Atlantic coast, known for its vast tropical rainforests, rich biodiversity, and significant oil and mineral resources.
  • B. Democratic Republic of the Congo chosen
    The Democratic Republic of the Congo is a vast, resource-rich Central African nation known for the Congo River basin, extensive rainforests, and a history marked by colonial exploitation and ongoing political instability.
  • C. Muanda, Democratic Republic of the Congo
    Muanda is a coastal town and oil port in the far west of the Democratic Republic of the Congo, situated on the Atlantic Ocean close to the country’s short coastline.
  • D. Central African Republic
    The Central African Republic is a landlocked, resource-rich but politically unstable country in Central Africa that has experienced recurrent conflict and humanitarian crises.
  • E. Uganda and Democratic Republic of the Congo
    Uganda and the Democratic Republic of the Congo are neighboring Central-East African countries that share extensive natural frontiers, rich biodiversity, and significant cross-border cultural and economic ties.
  • 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: borderingCountryPair
Context triple: [Kinshasa–Brazzaville metropolitan area, borderingCountryPair, Democratic Republic of the Congo–Republic of the Congo]
  • A. countryBordering
    Indicates that one country shares a land or maritime boundary directly with another country.
  • B. sharesInternationalBorderWith chosen
    Indicates that two geographic or political entities have a common boundary that is recognized as an international border.
  • C. borderingCountryNearby
    Indicates that one country is geographically close to, but does not necessarily share a direct land border with, another country.
  • D. provinceBordering
    Indicates that two provinces share a common boundary or border with each other.
  • E. countryBorderDirection
    Indicates the cardinal or relative direction in which one country lies in relation to the border it shares with another country.
  • 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_69ad85e3b1888190abc983e06968696d completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc512ba188190a15bcacafac3f476 completed March 8, 2026, 6:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69bd568effac81908bc52b5240e47c8c completed March 20, 2026, 2:15 p.m.
PD Predicate disambiguation batch_69adb84dc5808190850aa6975cb09e27 completed March 8, 2026, 5:56 p.m.
Created at: March 8, 2026, 3:26 p.m.