Triple

T3511336

Position	Surface form	Disambiguated ID	Type / Status
Subject	Scottish Government directorates	`E74200`	entity
Predicate	hasPart	`P35`	FINISHED
Object	Directorate for People The Directorate for People is a division of the Scottish Government responsible for workforce, HR, and people-related policies and services within the organization.	`E365390`	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: Directorate for People | Statement: [Scottish Government directorates, hasPart, Directorate for People]

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

Target entity: Directorate for People
Context triple: [Scottish Government directorates, hasPart, Directorate for People]

A. Directorate for Domestic Policy
The Directorate for Domestic Policy is a governmental body within the Office of the President of Ukraine responsible for shaping and coordinating the country’s internal policy agenda.
B. Directorate for Strategic Affairs
The Directorate for Strategic Affairs is a key French defense body responsible for developing and coordinating national military strategy, policy planning, and international security affairs within the Ministry of the Armed Forces.
C. Directorate-General for Human Resources and Security
The Directorate-General for Human Resources and Security is the European Commission department responsible for managing staff policies, human resources, and security across the EU institution.
D. Directorate General of Administration
The Directorate General of Administration is the administrative body within the Council of Europe responsible for managing its internal services, resources, and support functions.
E. Directorate for Humanitarian Policy
The Directorate for Humanitarian Policy is a specialized body within the Office of the President of Ukraine responsible for shaping and coordinating state policy on humanitarian, cultural, educational, and social issues.
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: Directorate for People
Triple: [Scottish Government directorates, hasPart, Directorate for People]

Generated description

The Directorate for People is a division of the Scottish Government responsible for workforce, HR, and people-related policies and services within the organization.

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

Target entity: Directorate for People
Target entity description: The Directorate for People is a division of the Scottish Government responsible for workforce, HR, and people-related policies and services within the organization.

A. Directorate for Domestic Policy
The Directorate for Domestic Policy is a governmental body within the Office of the President of Ukraine responsible for shaping and coordinating the country’s internal policy agenda.
B. Directorate for Strategic Affairs
The Directorate for Strategic Affairs is a key French defense body responsible for developing and coordinating national military strategy, policy planning, and international security affairs within the Ministry of the Armed Forces.
C. Directorate-General for Human Resources and Security
The Directorate-General for Human Resources and Security is the European Commission department responsible for managing staff policies, human resources, and security across the EU institution.
D. Directorate General of Administration
The Directorate General of Administration is the administrative body within the Council of Europe responsible for managing its internal services, resources, and support functions.
E. Directorate for Humanitarian Policy
The Directorate for Humanitarian Policy is a specialized body within the Office of the President of Ukraine responsible for shaping and coordinating state policy on humanitarian, cultural, educational, and social issues.
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_69ad85cfb5c881909c9a2edd9d6043cc`	completed	March 8, 2026, 2:21 p.m.
NER	Named-entity recognition	`batch_69adbc0f6cf8819098a1ec8693cc50e7`	completed	March 8, 2026, 6:12 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b37e7366e4819099b4a411343bdd90`	completed	March 13, 2026, 3:03 a.m.
NEDg	Description generation	`batch_69b37fd93cac8190915d55b9c37abad5`	completed	March 13, 2026, 3:09 a.m.
NED2	Entity disambiguation (via description)	`batch_69b3802e69488190926b6aa6e9d1d693`	completed	March 13, 2026, 3:10 a.m.

Created at: March 8, 2026, 3:19 p.m.