Triple

T1303598

Position	Surface form	Disambiguated ID	Type / Status
Subject	Maryland Department of Human Services	`E27822`	entity
Predicate	shortName	`P43`	FINISHED
Object	DHS DHS is the Maryland Department of Human Services, the state agency responsible for providing social services and assistance programs to Maryland residents.	`E148794`	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: DHS | Statement: [Maryland Department of Human Services, shortName, DHS]

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

Target entity: DHS
Context triple: [Maryland Department of Human Services, shortName, DHS]

A. Homeland Security Bureau
The Homeland Security Bureau is a specialized division of the Metropolitan Police Department of the District of Columbia responsible for coordinating law enforcement efforts related to terrorism, emergency preparedness, and critical incident response in Washington, D.C.
B. United States Department of Homeland Security
The United States Department of Homeland Security is a federal executive department responsible for safeguarding the nation against terrorism, managing border security, and coordinating responses to natural and man-made disasters.
C. USDOI
USDOI is the acronym for the United States Department of the Interior, the federal executive department responsible for managing the nation’s public lands, natural resources, and related programs.
D. Defense Counterintelligence and Security Agency
The Defense Counterintelligence and Security Agency is a U.S. Department of Defense agency responsible for overseeing industrial security, personnel vetting, and counterintelligence support for government and cleared industry.
E. Diplomatic Security Service
The Diplomatic Security Service is the law enforcement and security arm of the U.S. Department of State responsible for protecting American diplomatic personnel, facilities, and sensitive information worldwide.
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: DHS
Triple: [Maryland Department of Human Services, shortName, DHS]

Generated description

DHS is the Maryland Department of Human Services, the state agency responsible for providing social services and assistance programs to Maryland residents.

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

Target entity: DHS
Target entity description: DHS is the Maryland Department of Human Services, the state agency responsible for providing social services and assistance programs to Maryland residents.

A. Homeland Security Bureau
The Homeland Security Bureau is a specialized division of the Metropolitan Police Department of the District of Columbia responsible for coordinating law enforcement efforts related to terrorism, emergency preparedness, and critical incident response in Washington, D.C.
B. United States Department of Homeland Security
The United States Department of Homeland Security is a federal executive department responsible for safeguarding the nation against terrorism, managing border security, and coordinating responses to natural and man-made disasters.
C. USDOI
USDOI is the acronym for the United States Department of the Interior, the federal executive department responsible for managing the nation’s public lands, natural resources, and related programs.
D. Defense Counterintelligence and Security Agency
The Defense Counterintelligence and Security Agency is a U.S. Department of Defense agency responsible for overseeing industrial security, personnel vetting, and counterintelligence support for government and cleared industry.
E. Diplomatic Security Service
The Diplomatic Security Service is the law enforcement and security arm of the U.S. Department of State responsible for protecting American diplomatic personnel, facilities, and sensitive information worldwide.
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_69a496d7d83481908f83085854e51328`	completed	March 1, 2026, 7:43 p.m.
NER	Named-entity recognition	`batch_69a4c116d7d881908ee631258f80980e`	completed	March 1, 2026, 10:43 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69acb3046a888190956f6bedb6ec589f`	completed	March 7, 2026, 11:21 p.m.
NEDg	Description generation	`batch_69acb370c7cc81908a78bb5438416db6`	completed	March 7, 2026, 11:23 p.m.
NED2	Entity disambiguation (via description)	`batch_69acb409b4d0819081266cf3e6c09164`	completed	March 7, 2026, 11:26 p.m.

Created at: March 1, 2026, 7:51 p.m.