Triple

T15141619

Position	Surface form	Disambiguated ID	Type / Status
Subject	Constitution of Botswana	`E361696`	entity
Predicate	createsInstitution	`P1833`	FINISHED
Object	Public Service Commission of Botswana The Public Service Commission of Botswana is an independent constitutional body responsible for overseeing the recruitment, promotion, and discipline of public servants in Botswana’s civil service.	`E1140071`	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: Public Service Commission of Botswana | Statement: [Constitution of Botswana, createsInstitution, Public Service Commission of Botswana]

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

Target entity: Public Service Commission of Botswana
Context triple: [Constitution of Botswana, createsInstitution, Public Service Commission of Botswana]

A. Ministry of Education of Botswana
The Ministry of Education of Botswana is the national government body responsible for formulating and implementing education policies, managing schools and higher education institutions, and overseeing the country’s overall educational development.
B. government of Botswana
The government of Botswana is the national governing authority of the Republic of Botswana, overseeing its political administration, public policy, and economic management.
C. Ministry of Finance of Botswana
The Ministry of Finance of Botswana is the national government department responsible for managing the country’s public finances, including budgeting, fiscal policy, and economic planning.
D. Office of the President of Botswana
The Office of the President of Botswana is the executive administrative body that supports and coordinates the functions and duties of the President as head of state and government.
E. Ministry of Health of Botswana
The Ministry of Health of Botswana is the national government body responsible for overseeing public health policy, healthcare services, and disease prevention programs throughout Botswana.
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: Public Service Commission of Botswana
Triple: [Constitution of Botswana, createsInstitution, Public Service Commission of Botswana]

Generated description

The Public Service Commission of Botswana is an independent constitutional body responsible for overseeing the recruitment, promotion, and discipline of public servants in Botswana’s civil service.

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

Target entity: Public Service Commission of Botswana
Target entity description: The Public Service Commission of Botswana is an independent constitutional body responsible for overseeing the recruitment, promotion, and discipline of public servants in Botswana’s civil service.

A. Ministry of Education of Botswana
The Ministry of Education of Botswana is the national government body responsible for formulating and implementing education policies, managing schools and higher education institutions, and overseeing the country’s overall educational development.
B. government of Botswana
The government of Botswana is the national governing authority of the Republic of Botswana, overseeing its political administration, public policy, and economic management.
C. Ministry of Finance of Botswana
The Ministry of Finance of Botswana is the national government department responsible for managing the country’s public finances, including budgeting, fiscal policy, and economic planning.
D. Office of the President of Botswana
The Office of the President of Botswana is the executive administrative body that supports and coordinates the functions and duties of the President as head of state and government.
E. Ministry of Health of Botswana
The Ministry of Health of Botswana is the national government body responsible for overseeing public health policy, healthcare services, and disease prevention programs throughout Botswana.
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_69e005c46a248190a2364092d40274f3`	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.