Triple

T3476486
Position Surface form Disambiguated ID Type / Status
Subject BWA E73387 entity
Predicate hasAssociatedFlagEntity P12925 FINISHED
Object Flag of Botswana
The Flag of Botswana is a light blue field with a horizontal black stripe bordered in white, symbolizing water, racial harmony, and national unity.
E363426 NE FINISHED

How this triple was built (5 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: Flag of Botswana | Statement: [BWA, hasAssociatedFlagEntity, Flag of Botswana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Flag of Botswana
Context triple: [BWA, hasAssociatedFlagEntity, Flag of Botswana]
  • A. Flag of the President of Botswana
    The Flag of the President of Botswana is the distinctive official standard used to represent the Botswanan head of state at formal events and on presidential properties.
  • B. Flag of Ghana
    The Flag of Ghana is a horizontal tricolour of red, gold, and green with a black five-pointed star in the center, symbolizing the country's struggle for independence, mineral wealth, rich forests, and African freedom.
  • C. Flag of the Orange Free State
    The Flag of the Orange Free State was the national flag of the former Boer republic in southern Africa, featuring horizontal orange and white stripes with a Dutch tricolor in the canton.
  • D. Flag of the South African Republic
    The Flag of the South African Republic was the national banner of the Boer-ruled Transvaal republic in the 19th and early 20th centuries, symbolizing its independence before incorporation into the British Empire.
  • E. Flag of Uganda
    The Flag of Uganda is a horizontal tricolour of black, yellow, and red stripes with a central white disc featuring a grey crowned crane, symbolizing the nation’s people, sunshine, and brotherhood.
  • 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: Flag of Botswana
Triple: [BWA, hasAssociatedFlagEntity, Flag of Botswana]
Generated description
The Flag of Botswana is a light blue field with a horizontal black stripe bordered in white, symbolizing water, racial harmony, and national unity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Flag of Botswana
Target entity description: The Flag of Botswana is a light blue field with a horizontal black stripe bordered in white, symbolizing water, racial harmony, and national unity.
  • A. Flag of the President of Botswana
    The Flag of the President of Botswana is the distinctive official standard used to represent the Botswanan head of state at formal events and on presidential properties.
  • B. Flag of Ghana
    The Flag of Ghana is a horizontal tricolour of red, gold, and green with a black five-pointed star in the center, symbolizing the country's struggle for independence, mineral wealth, rich forests, and African freedom.
  • C. Flag of the Orange Free State
    The Flag of the Orange Free State was the national flag of the former Boer republic in southern Africa, featuring horizontal orange and white stripes with a Dutch tricolor in the canton.
  • D. Flag of the South African Republic
    The Flag of the South African Republic was the national banner of the Boer-ruled Transvaal republic in the 19th and early 20th centuries, symbolizing its independence before incorporation into the British Empire.
  • E. Flag of Uganda
    The Flag of Uganda is a horizontal tricolour of black, yellow, and red stripes with a central white disc featuring a grey crowned crane, symbolizing the nation’s people, sunshine, and brotherhood.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasAssociatedFlagEntity
Context triple: [BWA, hasAssociatedFlagEntity, Flag of Botswana]
  • A. associatedWithFlag chosen
    Indicates a relationship where an entity is linked or connected to a particular flag, such as a national, organizational, or symbolic banner.
  • B. hasLegendAssociatedWith
    Indicates that something is connected to or accompanied by a traditional story, myth, or legend.
  • C. hasAssociateMember
    Indicates that an entity has another entity connected to it in a non-full, typically limited or secondary, membership capacity.
  • D. hasRelatedGroup
    Indicates that one group or collection is associated with another group or collection through some defined relationship or connection.
  • E. hasAssociatedCapital
    Indicates that an entity is linked to a specific capital city that serves as its primary administrative or political center.
  • F. None of above.

Provenance (6 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_69ad85b2fed48190948c8765e453d270 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbb5a5cb88190be5624ae224e4c91 completed March 8, 2026, 6:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69b373b2058081908558bdea4043b051 completed March 13, 2026, 2:17 a.m.
NEDg Description generation batch_69b374354c0c8190ba46845904b76340 completed March 13, 2026, 2:19 a.m.
NED2 Entity disambiguation (via description) batch_69b374ad3bcc8190ac7d6e614eb696fa completed March 13, 2026, 2:21 a.m.
PD Predicate disambiguation batch_69adae07802c8190919c49b0e65b2797 completed March 8, 2026, 5:12 p.m.
Created at: March 8, 2026, 3:17 p.m.