Triple

T15141674

Position	Surface form	Disambiguated ID	Type / Status
Subject	State House, Gaborone	`E361697`	entity
Predicate	securityProvidedBy	`P957`	FINISHED
Object	Botswana Police Service The Botswana Police Service is the national law enforcement agency of Botswana, responsible for maintaining public order, preventing and investigating crime, and protecting key state institutions.	`E1140073`	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: Botswana Police Service | Statement: [State House, Gaborone, securityProvidedBy, Botswana Police Service]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Botswana Police Service
Context triple: [State House, Gaborone, securityProvidedBy, Botswana Police Service]

A. South African Police Service
The South African Police Service is the national law enforcement agency responsible for maintaining public order, preventing and investigating crime, and enforcing the law throughout South Africa.
B. Zimbabwe Republic Police
The Zimbabwe Republic Police is the national law enforcement agency of Zimbabwe responsible for maintaining public order, preventing and investigating crime, and enforcing the country’s laws.
C. Ghana Police Service
The Ghana Police Service is the national law enforcement agency of Ghana responsible for maintaining public order, preventing and investigating crime, and ensuring internal security across the country.
D. British South Africa Police
The British South Africa Police was the paramilitary police force of colonial Rhodesia, serving both as a national law enforcement agency and a key arm of the regime’s internal security and military operations.
E. Natal Mounted Police
The Natal Mounted Police was a colonial paramilitary and policing force in the British colony of Natal, active in the late 19th and early 20th centuries and noted for its role in regional conflicts such as the Anglo-Zulu and Anglo-Boer wars.
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: Botswana Police Service
Triple: [State House, Gaborone, securityProvidedBy, Botswana Police Service]

Generated description

The Botswana Police Service is the national law enforcement agency of Botswana, responsible for maintaining public order, preventing and investigating crime, and protecting key state institutions.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Botswana Police Service
Target entity description: The Botswana Police Service is the national law enforcement agency of Botswana, responsible for maintaining public order, preventing and investigating crime, and protecting key state institutions.

A. South African Police Service
The South African Police Service is the national law enforcement agency responsible for maintaining public order, preventing and investigating crime, and enforcing the law throughout South Africa.
B. Zimbabwe Republic Police
The Zimbabwe Republic Police is the national law enforcement agency of Zimbabwe responsible for maintaining public order, preventing and investigating crime, and enforcing the country’s laws.
C. Ghana Police Service
The Ghana Police Service is the national law enforcement agency of Ghana responsible for maintaining public order, preventing and investigating crime, and ensuring internal security across the country.
D. British South Africa Police
The British South Africa Police was the paramilitary police force of colonial Rhodesia, serving both as a national law enforcement agency and a key arm of the regime’s internal security and military operations.
E. Natal Mounted Police
The Natal Mounted Police was a colonial paramilitary and policing force in the British colony of Natal, active in the late 19th and early 20th centuries and noted for its role in regional conflicts such as the Anglo-Zulu and Anglo-Boer wars.
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_69d85a0759908190b8a051d2e2a1cbe6`	completed	April 10, 2026, 2:01 a.m.
NER	Named-entity recognition	`batch_69e005c5c4248190b57234e3ccf2831b`	completed	April 15, 2026, 9:40 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69febfee0ae48190a36523d3eeae9740`	completed	May 9, 2026, 5:02 a.m.
NEDg	Description generation	`batch_69fec17d53448190942e5df10ffad4e5`	completed	May 9, 2026, 5:09 a.m.
NED2	Entity disambiguation (via description)	`batch_69fec2300c4481908892a6515d99c12f`	completed	May 9, 2026, 5:12 a.m.

Created at: April 10, 2026, 3:07 a.m.