Triple

T20626529
Position Surface form Disambiguated ID Type / Status
Subject Georgia executive branch agencies E506832 entity
Predicate hasComponent P35 FINISHED
Object Georgia Department of Community Affairs
The Georgia Department of Community Affairs is a state agency that supports community and economic development, affordable housing, and local government assistance throughout Georgia.
E1442235 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: Georgia Department of Community Affairs | Statement: [Georgia executive branch agencies, hasComponent, Georgia Department of Community Affairs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Georgia Department of Community Affairs
Context triple: [Georgia executive branch agencies, hasComponent, Georgia Department of Community Affairs]
  • A. Georgia Department of Human Services
    The Georgia Department of Human Services is the state agency responsible for administering social services and assistance programs that support the well-being and self-sufficiency of Georgia residents.
  • B. Georgia Department of Community Health
    The Georgia Department of Community Health is the state agency responsible for overseeing public health policy, Medicaid, and healthcare regulation and services for residents of Georgia.
  • C. Georgia Department of Administrative Services
    The Georgia Department of Administrative Services is a state agency that provides centralized procurement, risk management, and support services to other government entities within the state of Georgia.
  • D. Georgia Department of Public Health
    The Georgia Department of Public Health is the state agency responsible for protecting and improving the health of Georgia’s residents through disease prevention, health promotion, and regulation of health-related services.
  • E. Georgia Department of Law
    The Georgia Department of Law is the state government agency that serves as Georgia’s legal counsel and law office, overseeing litigation, legal advice, and enforcement under the direction of the elected Attorney General.
  • 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: Georgia Department of Community Affairs
Triple: [Georgia executive branch agencies, hasComponent, Georgia Department of Community Affairs]
Generated description
The Georgia Department of Community Affairs is a state agency that supports community and economic development, affordable housing, and local government assistance throughout Georgia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Georgia Department of Community Affairs
Target entity description: The Georgia Department of Community Affairs is a state agency that supports community and economic development, affordable housing, and local government assistance throughout Georgia.
  • A. Georgia Department of Human Services
    The Georgia Department of Human Services is the state agency responsible for administering social services and assistance programs that support the well-being and self-sufficiency of Georgia residents.
  • B. Georgia Department of Community Health
    The Georgia Department of Community Health is the state agency responsible for overseeing public health policy, Medicaid, and healthcare regulation and services for residents of Georgia.
  • C. Georgia Department of Administrative Services
    The Georgia Department of Administrative Services is a state agency that provides centralized procurement, risk management, and support services to other government entities within the state of Georgia.
  • D. Georgia Department of Public Health
    The Georgia Department of Public Health is the state agency responsible for protecting and improving the health of Georgia’s residents through disease prevention, health promotion, and regulation of health-related services.
  • E. Georgia Department of Law
    The Georgia Department of Law is the state government agency that serves as Georgia’s legal counsel and law office, overseeing litigation, legal advice, and enforcement under the direction of the elected Attorney General.
  • 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_69e0b4bd4a0081908d4e97a590a33fb2 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6abe576c081909231dc0d7304b9a9 completed April 20, 2026, 10:42 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08c583fb348190b5561a276f45bcf5 completed May 16, 2026, 7:29 p.m.
NEDg Description generation batch_6a08c6a2b42081909f1257ad57929c41 completed May 16, 2026, 7:33 p.m.
NED2 Entity disambiguation (via description) batch_6a08c7199bfc8190987839b3c1a4293e completed May 16, 2026, 7:35 p.m.
Created at: April 16, 2026, 11:42 a.m.