Triple

T1303624
Position Surface form Disambiguated ID Type / Status
Subject Maryland Department of Human Services E27822 entity
Predicate administersProgram P86 FINISHED
Object Energy Assistance Program in Maryland
The Energy Assistance Program in Maryland is a state-run initiative that helps low-income households afford their home energy bills and maintain safe, reliable utility service.
E27822 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: Energy Assistance Program in Maryland | Statement: [Maryland Department of Human Services, administersProgram, Energy Assistance Program in Maryland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Energy Assistance Program in Maryland
Context triple: [Maryland Department of Human Services, administersProgram, Energy Assistance Program in Maryland]
  • A. Maryland Department of Housing and Community Development
    The Maryland Department of Housing and Community Development is a state agency responsible for promoting affordable housing, community revitalization, and economic development across Maryland.
  • B. Maryland Department of Human Services
    The Maryland Department of Human Services is the state’s primary social services agency, responsible for administering programs that support vulnerable children, families, and adults across Maryland.
  • C. New Markets Tax Credit Program
    The New Markets Tax Credit Program is a U.S. federal initiative that incentivizes private investment in low-income communities by offering tax credits to investors in qualified community development projects.
  • D. Hazard Mitigation Grant Program
    The Hazard Mitigation Grant Program is a U.S. federal program that provides funding to state, local, tribal, and territorial governments to implement long-term measures that reduce the risk of future disasters.
  • E. Maryland Division of Administrative Services
    The Maryland Division of Administrative Services is a unit within the state’s public safety and corrections system that provides administrative, operational, and support functions to facilitate the effective management of correctional and public safety programs.
  • 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: Energy Assistance Program in Maryland
Triple: [Maryland Department of Human Services, administersProgram, Energy Assistance Program in Maryland]
Generated description
The Energy Assistance Program in Maryland is a state-run initiative that helps low-income households afford their home energy bills and maintain safe, reliable utility service.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Energy Assistance Program in Maryland
Target entity description: The Energy Assistance Program in Maryland is a state-run initiative that helps low-income households afford their home energy bills and maintain safe, reliable utility service.
  • A. Maryland Department of Housing and Community Development
    The Maryland Department of Housing and Community Development is a state agency responsible for promoting affordable housing, community revitalization, and economic development across Maryland.
  • B. Maryland Department of Human Services chosen
    The Maryland Department of Human Services is the state’s primary social services agency, responsible for administering programs that support vulnerable children, families, and adults across Maryland.
  • C. New Markets Tax Credit Program
    The New Markets Tax Credit Program is a U.S. federal initiative that incentivizes private investment in low-income communities by offering tax credits to investors in qualified community development projects.
  • D. Hazard Mitigation Grant Program
    The Hazard Mitigation Grant Program is a U.S. federal program that provides funding to state, local, tribal, and territorial governments to implement long-term measures that reduce the risk of future disasters.
  • E. Maryland Division of Administrative Services
    The Maryland Division of Administrative Services is a unit within the state’s public safety and corrections system that provides administrative, operational, and support functions to facilitate the effective management of correctional and public safety programs.
  • F. None of above.

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.