Triple

T11555984

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ghana Immigration Service	`E274018`	entity
Predicate	hasDivision	`P35`	FINISHED
Object	Finance and Administration Directorate The Finance and Administration Directorate is the unit of the Ghana Immigration Service responsible for managing its financial resources, budgeting, and administrative support functions.	`E932917`	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: Finance and Administration Directorate | Statement: [Ghana Immigration Service, hasDivision, Finance and Administration Directorate]

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

Target entity: Finance and Administration Directorate
Context triple: [Ghana Immigration Service, hasDivision, Finance and Administration Directorate]

A. Directorate of Finance
The Directorate of Finance is the SADC Secretariat’s central unit responsible for managing the organisation’s budgeting, accounting, and overall financial administration.
B. Financial Management Directorate
The Financial Management Directorate is a Washington Headquarters Services unit responsible for overseeing budgeting, accounting, and other financial operations that support the Department of Defense’s central administrative functions.
C. Directorate for Finance
The Directorate for Finance is a core division of the Scottish Government responsible for managing public finances, budgeting, and economic and fiscal policy.
D. Finance and Administration division
The Finance and Administration division is the unit of the Maryland Port Administration responsible for managing its financial operations, budgeting, and administrative support functions.
E. Bureau of Finance and Administration
The Bureau of Finance and Administration is a division of the Connecticut Department of Transportation responsible for managing the agency’s financial operations, budgeting, and administrative support functions.
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: Finance and Administration Directorate
Triple: [Ghana Immigration Service, hasDivision, Finance and Administration Directorate]

Generated description

The Finance and Administration Directorate is the unit of the Ghana Immigration Service responsible for managing its financial resources, budgeting, and administrative support functions.

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

Target entity: Finance and Administration Directorate
Target entity description: The Finance and Administration Directorate is the unit of the Ghana Immigration Service responsible for managing its financial resources, budgeting, and administrative support functions.

A. Directorate of Finance
The Directorate of Finance is the SADC Secretariat’s central unit responsible for managing the organisation’s budgeting, accounting, and overall financial administration.
B. Financial Management Directorate
The Financial Management Directorate is a Washington Headquarters Services unit responsible for overseeing budgeting, accounting, and other financial operations that support the Department of Defense’s central administrative functions.
C. Directorate for Finance
The Directorate for Finance is a core division of the Scottish Government responsible for managing public finances, budgeting, and economic and fiscal policy.
D. Finance and Administration division
The Finance and Administration division is the unit of the Maryland Port Administration responsible for managing its financial operations, budgeting, and administrative support functions.
E. Bureau of Finance and Administration
The Bureau of Finance and Administration is a division of the Connecticut Department of Transportation responsible for managing the agency’s financial operations, budgeting, and administrative support functions.
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_69d6aae4dfa48190a3ab0b19a159a3c5`	completed	April 8, 2026, 7:22 p.m.
NER	Named-entity recognition	`batch_69d88a86be308190973fea5d7db8ba9d`	completed	April 10, 2026, 5:28 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69e6e865c3008190bc2f04a1048f2fed`	completed	April 21, 2026, 3 a.m.
NEDg	Description generation	`batch_69e6ef93e7d88190af3853b82de23c1b`	completed	April 21, 2026, 3:31 a.m.
NED2	Entity disambiguation (via description)	`batch_69e6f9144afc819081ee7f78e32ad39a`	completed	April 21, 2026, 4:12 a.m.

Created at: April 8, 2026, 9:37 p.m.