Triple

T8542760

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ministry of Home Affairs and Cultural Heritage	`E202236`	entity
Predicate	oversees	`P46`	FINISHED
Object	Department of Immigration (Zimbabwe) The Department of Immigration (Zimbabwe) is the national authority responsible for regulating immigration, controlling borders, and administering visas and residence permits in Zimbabwe.	`E741214`	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: Department of Immigration (Zimbabwe) | Statement: [Ministry of Home Affairs and Cultural Heritage, oversees, Department of Immigration (Zimbabwe)]

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

Target entity: Department of Immigration (Zimbabwe)
Context triple: [Ministry of Home Affairs and Cultural Heritage, oversees, Department of Immigration (Zimbabwe)]

A. Department of Home Affairs of South Africa
The Department of Home Affairs of South Africa is the government ministry responsible for managing the country’s civic services, identity documents, immigration, and population registration.
B. department of immigration
The department of immigration is a government agency responsible for regulating the entry, stay, and exit of foreign nationals and managing a country’s immigration policies and procedures.
C. Directorate General of Immigration
The Directorate General of Immigration is Indonesia’s national immigration authority responsible for regulating entry, stay, and exit of foreign nationals and citizens, as well as managing visas, residence permits, and border control.
D. Office of the Immigration Services Commissioner
The Office of the Immigration Services Commissioner is a UK regulatory body responsible for overseeing and regulating immigration advisers to ensure they are competent and act in the best interests of their clients.
E. Immigration Department of Hong Kong
The Immigration Department of Hong Kong is the government agency responsible for controlling entry and exit, managing visas and residency, and handling related immigration services in the Hong Kong Special Administrative Region.
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: Department of Immigration (Zimbabwe)
Triple: [Ministry of Home Affairs and Cultural Heritage, oversees, Department of Immigration (Zimbabwe)]

Generated description

The Department of Immigration (Zimbabwe) is the national authority responsible for regulating immigration, controlling borders, and administering visas and residence permits in Zimbabwe.

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

Target entity: Department of Immigration (Zimbabwe)
Target entity description: The Department of Immigration (Zimbabwe) is the national authority responsible for regulating immigration, controlling borders, and administering visas and residence permits in Zimbabwe.

A. Department of Home Affairs of South Africa
The Department of Home Affairs of South Africa is the government ministry responsible for managing the country’s civic services, identity documents, immigration, and population registration.
B. department of immigration
The department of immigration is a government agency responsible for regulating the entry, stay, and exit of foreign nationals and managing a country’s immigration policies and procedures.
C. Directorate General of Immigration
The Directorate General of Immigration is Indonesia’s national immigration authority responsible for regulating entry, stay, and exit of foreign nationals and citizens, as well as managing visas, residence permits, and border control.
D. Office of the Immigration Services Commissioner
The Office of the Immigration Services Commissioner is a UK regulatory body responsible for overseeing and regulating immigration advisers to ensure they are competent and act in the best interests of their clients.
E. Immigration Department of Hong Kong
The Immigration Department of Hong Kong is the government agency responsible for controlling entry and exit, managing visas and residency, and handling related immigration services in the Hong Kong Special Administrative Region.
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_69ca832461e88190a654c5e44e233aa8`	completed	March 30, 2026, 2:05 p.m.
NER	Named-entity recognition	`batch_69cbe6e26be48190b10bc62fad178dad`	completed	March 31, 2026, 3:23 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ce6da3d65c819087ed6b46dfc35885`	completed	April 2, 2026, 1:22 p.m.
NEDg	Description generation	`batch_69ce6ec3b080819082d64646d453541d`	completed	April 2, 2026, 1:27 p.m.
NED2	Entity disambiguation (via description)	`batch_69ce6fe928d48190824e7a94fea5cfc0`	completed	April 2, 2026, 1:32 p.m.

Created at: March 30, 2026, 6:18 p.m.