Triple

T1568440

Position	Surface form	Disambiguated ID	Type / Status
Subject	District of Columbia Department of Small and Local Business Development	`E33484`	entity
Predicate	hasProgram	`P178`	FINISHED
Object	Clean Teams program The Clean Teams program is a District of Columbia initiative that hires local workers and small businesses to keep commercial corridors clean, safe, and attractive through litter removal, landscaping, and public space maintenance.	`E179644`	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: Clean Teams program | Statement: [District of Columbia Department of Small and Local Business Development, hasProgram, Clean Teams program]

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

Target entity: Clean Teams program
Context triple: [District of Columbia Department of Small and Local Business Development, hasProgram, Clean Teams program]

A. Team Programme
Team Programme is a personal development course run by The Prince’s Trust that helps young people build confidence, skills, and work experience through team-based community projects and challenges.
B. OneTeam Partners
OneTeam Partners is a sports-focused licensing, marketing, and media company that helps athletes and players’ associations commercialize their group name, image, and likeness rights.
C. Unified Team
The Unified Team was a temporary coalition of former Soviet republics that competed together under a neutral flag at the 1992 Olympic Games.
D. Conduct and Discipline Team
The Conduct and Discipline Team is a specialized unit within UN peace operations responsible for preventing, investigating, and responding to misconduct, including sexual exploitation and abuse, by peacekeeping personnel.
E. Propriety and Ethics Team
The Propriety and Ethics Team is a UK government unit that advises ministers and officials on standards of conduct, conflicts of interest, and ethical governance within the civil service.
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: Clean Teams program
Triple: [District of Columbia Department of Small and Local Business Development, hasProgram, Clean Teams program]

Generated description

The Clean Teams program is a District of Columbia initiative that hires local workers and small businesses to keep commercial corridors clean, safe, and attractive through litter removal, landscaping, and public space maintenance.

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

Target entity: Clean Teams program
Target entity description: The Clean Teams program is a District of Columbia initiative that hires local workers and small businesses to keep commercial corridors clean, safe, and attractive through litter removal, landscaping, and public space maintenance.

A. Team Programme
Team Programme is a personal development course run by The Prince’s Trust that helps young people build confidence, skills, and work experience through team-based community projects and challenges.
B. OneTeam Partners
OneTeam Partners is a sports-focused licensing, marketing, and media company that helps athletes and players’ associations commercialize their group name, image, and likeness rights.
C. Unified Team
The Unified Team was a temporary coalition of former Soviet republics that competed together under a neutral flag at the 1992 Olympic Games.
D. Conduct and Discipline Team
The Conduct and Discipline Team is a specialized unit within UN peace operations responsible for preventing, investigating, and responding to misconduct, including sexual exploitation and abuse, by peacekeeping personnel.
E. Propriety and Ethics Team
The Propriety and Ethics Team is a UK government unit that advises ministers and officials on standards of conduct, conflicts of interest, and ethical governance within the civil service.
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_69a885f11b048190935025a035302715`	completed	March 4, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69a908a15e308190b8bec55d1712812a`	completed	March 5, 2026, 4:37 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ad4023da008190a947cf0d2983df2e`	completed	March 8, 2026, 9:23 a.m.
NEDg	Description generation	`batch_69ad410ba7f881909dcee6e6fd56490f`	completed	March 8, 2026, 9:27 a.m.
NED2	Entity disambiguation (via description)	`batch_69ad41ff0b0c8190b5429ed6952a0ce6`	completed	March 8, 2026, 9:31 a.m.

Created at: March 4, 2026, 7:27 p.m.