Triple

T1572718
Position Surface form Disambiguated ID Type / Status
Subject District of Columbia Department of Human Services E33576 entity
Predicate shortName P43 FINISHED
Object DHS
DHS is the District of Columbia’s government agency responsible for providing social services and public assistance programs to residents in need.
 E179519 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: [District of Columbia Department of Human Services, shortName, DHS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DHS
Context triple: [District of Columbia Department of Human Services, shortName, DHS]
  • A. DHS
    DHS is the Maryland Department of Human Services, the state agency responsible for providing social services and assistance programs to Maryland residents.
  • B. 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.
  • 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. 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.
  • E. Office of the Chief Information Officer of DHS
    The Office of the Chief Information Officer of DHS is the component within the U.S. Department of Homeland Security responsible for department-wide information technology strategy, cybersecurity, and data management.
  • 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: [District of Columbia Department of Human Services, shortName, DHS]
Generated description
DHS is the District of Columbia’s government agency responsible for providing social services and public assistance programs to residents in need.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DHS
Target entity description: DHS is the District of Columbia’s government agency responsible for providing social services and public assistance programs to residents in need.
  • A. DHS
    DHS is the Maryland Department of Human Services, the state agency responsible for providing social services and assistance programs to Maryland residents.
  • B. 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.
  • 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. 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.
  • E. Office of the Chief Information Officer of DHS
    The Office of the Chief Information Officer of DHS is the component within the U.S. Department of Homeland Security responsible for department-wide information technology strategy, cybersecurity, and data management.
  • 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_69a908bb9c648190933fd19bcc1cb9a4 completed March 5, 2026, 4:38 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad4028bc5881909dbe847229dd63bb completed March 8, 2026, 9:23 a.m.
NEDg Description generation batch_69ad41930d208190b34531e3f35fa58b completed March 8, 2026, 9:29 a.m.
NED2 Entity disambiguation (via description) batch_69ad422752348190b42ebc3781a6e8a5 completed March 8, 2026, 9:32 a.m.
Created at: March 4, 2026, 7:27 p.m.