Triple

T7515745

Position	Surface form	Disambiguated ID	Type / Status
Subject	ACT Government	`E177636`	entity
Predicate	hasDepartment	`P35`	FINISHED
Object	Community Services Directorate The Community Services Directorate is a key ACT Government agency responsible for delivering social services and support programs to individuals, families, and communities in the Australian Capital Territory.	`E670333`	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: Community Services Directorate | Statement: [ACT Government, hasDepartment, Community Services Directorate]

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

Target entity: Community Services Directorate
Context triple: [ACT Government, hasDepartment, Community Services Directorate]

A. Office of Community Services
The Office of Community Services is a U.S. federal agency division that administers programs and grants aimed at reducing poverty, supporting low-income communities, and promoting economic self-sufficiency.
B. community services unit
The community services unit is a division of the Prince George’s County Police Department focused on building relationships with residents, promoting public safety education, and coordinating community outreach programs.
C. Community Affairs Bureau
The Community Affairs Bureau is a division of the New York City Police Department focused on building relationships and fostering communication between the police and the city’s diverse communities.
D. Community Affairs Development Directorate
The Community Affairs Development Directorate is a division of the ASEAN Secretariat responsible for supporting and coordinating regional initiatives on social, cultural, and community-building affairs among ASEAN member states.
E. Community Safety Bureau
The Community Safety Bureau is a division of the Tokyo Metropolitan Police Department responsible for preventing crime, maintaining public order, and addressing community safety issues in Tokyo.
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: Community Services Directorate
Triple: [ACT Government, hasDepartment, Community Services Directorate]

Generated description

The Community Services Directorate is a key ACT Government agency responsible for delivering social services and support programs to individuals, families, and communities in the Australian Capital Territory.

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

Target entity: Community Services Directorate
Target entity description: The Community Services Directorate is a key ACT Government agency responsible for delivering social services and support programs to individuals, families, and communities in the Australian Capital Territory.

A. Office of Community Services
The Office of Community Services is a U.S. federal agency division that administers programs and grants aimed at reducing poverty, supporting low-income communities, and promoting economic self-sufficiency.
B. community services unit
The community services unit is a division of the Prince George’s County Police Department focused on building relationships with residents, promoting public safety education, and coordinating community outreach programs.
C. Community Affairs Bureau
The Community Affairs Bureau is a division of the New York City Police Department focused on building relationships and fostering communication between the police and the city’s diverse communities.
D. Community Affairs Development Directorate
The Community Affairs Development Directorate is a division of the ASEAN Secretariat responsible for supporting and coordinating regional initiatives on social, cultural, and community-building affairs among ASEAN member states.
E. Community Safety Bureau
The Community Safety Bureau is a division of the Tokyo Metropolitan Police Department responsible for preventing crime, maintaining public order, and addressing community safety issues in Tokyo.
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_69c69f2891148190a484f3b8222c6f1b`	completed	March 27, 2026, 3:15 p.m.
NER	Named-entity recognition	`batch_69c6f5f44dd48190b2b093aab9a196c8`	completed	March 27, 2026, 9:26 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c8461d4dbc8190b921666fa3524921`	completed	March 28, 2026, 9:20 p.m.
NEDg	Description generation	`batch_69c8471da6c481909b48db7ad6e9426d`	completed	March 28, 2026, 9:24 p.m.
NED2	Entity disambiguation (via description)	`batch_69c848026e90819098d0b419101f91e1`	completed	March 28, 2026, 9:28 p.m.

Created at: March 27, 2026, 3:45 p.m.