Triple

T226789

Position	Surface form	Disambiguated ID	Type / Status
Subject	United States Department of Homeland Security	`E4330`	entity
Predicate	hasComponentAgency	`P3892`	FINISHED
Object	Science and Technology Directorate The Science and Technology Directorate is the research and development arm of the U.S. Department of Homeland Security, responsible for developing and evaluating technologies to enhance national security and resilience.	`E33250`	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: Science and Technology Directorate | Statement: [United States Department of Homeland Security, hasComponentAgency, Science and Technology Directorate]

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

Target entity: Science and Technology Directorate
Context triple: [United States Department of Homeland Security, hasComponentAgency, Science and Technology Directorate]

A. National Protection and Programs Directorate
The National Protection and Programs Directorate was a former U.S. Department of Homeland Security component responsible for enhancing the security and resilience of the nation’s physical and cyber infrastructure.
B. Directorate of Science and Technology
The Directorate of Science and Technology is the branch of the CIA responsible for developing and applying advanced technologies to support U.S. intelligence collection and analysis.
C. 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.
D. Office of Science and Technology Policy
The Office of Science and Technology Policy is a White House office that advises the U.S. President on science, technology, and innovation policy and coordinates related federal efforts.
E. Office of the Director of National Intelligence
The Office of the Director of National Intelligence is the U.S. federal agency responsible for leading and coordinating the nation’s intelligence community and advising the President on intelligence matters.
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: Science and Technology Directorate
Triple: [United States Department of Homeland Security, hasComponentAgency, Science and Technology Directorate]

Generated description

The Science and Technology Directorate is the research and development arm of the U.S. Department of Homeland Security, responsible for developing and evaluating technologies to enhance national security and resilience.

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

Target entity: Science and Technology Directorate
Target entity description: The Science and Technology Directorate is the research and development arm of the U.S. Department of Homeland Security, responsible for developing and evaluating technologies to enhance national security and resilience.

A. National Protection and Programs Directorate
The National Protection and Programs Directorate was a former U.S. Department of Homeland Security component responsible for enhancing the security and resilience of the nation’s physical and cyber infrastructure.
B. Directorate of Science and Technology
The Directorate of Science and Technology is the branch of the CIA responsible for developing and applying advanced technologies to support U.S. intelligence collection and analysis.
C. 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.
D. Office of Science and Technology Policy
The Office of Science and Technology Policy is a White House office that advises the U.S. President on science, technology, and innovation policy and coordinates related federal efforts.
E. Office of the Director of National Intelligence
The Office of the Director of National Intelligence is the U.S. federal agency responsible for leading and coordinating the nation’s intelligence community and advising the President on intelligence matters.
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_69a257363ffc81909757bde7ab3404da`	completed	Feb. 28, 2026, 2:47 a.m.
NER	Named-entity recognition	`batch_69a260c3037c8190ba7ddf328f249b74`	completed	Feb. 28, 2026, 3:28 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a37952cbbc8190afd920510408fd31`	completed	Feb. 28, 2026, 11:25 p.m.
NEDg	Description generation	`batch_69a379ec65a48190a379e35cc0867ac2`	completed	Feb. 28, 2026, 11:27 p.m.
NED2	Entity disambiguation (via description)	`batch_69a37a81393881908a2a6c345d6f89fa`	completed	Feb. 28, 2026, 11:30 p.m.

Created at: Feb. 28, 2026, 2:53 a.m.