Triple

T16992303
Position Surface form Disambiguated ID Type / Status
Subject City of Atlanta government E412221 entity
Predicate hasOffice P1268 FINISHED
Object Office of Buildings
The Office of Buildings is a municipal department within the City of Atlanta government responsible for regulating building construction, permits, and code compliance.
E1245052 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: Office of Buildings | Statement: [City of Atlanta government, hasOffice, Office of Buildings]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Office of Buildings
Context triple: [City of Atlanta government, hasOffice, Office of Buildings]
  • A. Department of Buildings
    The Department of Buildings is a municipal agency in the Town of Hempstead responsible for regulating construction, enforcing building codes, and issuing related permits and inspections.
  • B. Office of Administration
    The Office of Administration is an internal support unit that manages administrative, operational, and resource functions for the Division of Economic and Risk Analysis within the U.S. Securities and Exchange Commission.
  • C. Office of Administration
    The Office of Administration is an internal support division that manages administrative, financial, and operational services for the Bureau of Safety and Environmental Enforcement.
  • D. Office of Administration
    The Office of Administration is a division within the U.S. Administration for Children and Families that provides essential administrative, management, and support services to help the agency carry out its programs and operations.
  • E. Office of Administration
    The Office of Administration is an internal support unit within the Criminal Division that manages administrative, operational, and resource-related functions to enable the division’s legal and investigative work.
  • 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: Office of Buildings
Triple: [City of Atlanta government, hasOffice, Office of Buildings]
Generated description
The Office of Buildings is a municipal department within the City of Atlanta government responsible for regulating building construction, permits, and code compliance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Office of Buildings
Target entity description: The Office of Buildings is a municipal department within the City of Atlanta government responsible for regulating building construction, permits, and code compliance.
  • A. Department of Buildings
    The Department of Buildings is a municipal agency in the Town of Hempstead responsible for regulating construction, enforcing building codes, and issuing related permits and inspections.
  • B. Office of Administration
    The Office of Administration is an internal support division that manages administrative, financial, and operational services for the Bureau of Safety and Environmental Enforcement.
  • C. Office of Administration
    The Office of Administration is an internal support unit that manages administrative, operational, and resource functions for the Division of Economic and Risk Analysis within the U.S. Securities and Exchange Commission.
  • D. Office of Administration
    The Office of Administration is a division within the U.S. Administration for Children and Families that provides essential administrative, management, and support services to help the agency carry out its programs and operations.
  • E. Office of Administration
    The Office of Administration is an internal support unit within the Criminal Division that manages administrative, operational, and resource-related functions to enable the division’s legal and investigative work.
  • 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_69d886cb581c8190ab05f4b429c9cd85 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d283d2388190a78bf8d179e83fdc completed April 18, 2026, 6:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00dc14d5688190945f7ae72f724922 completed May 10, 2026, 7:27 p.m.
NEDg Description generation batch_6a0114d5aeb0819086f1a5d279ac0d0f completed May 10, 2026, 11:29 p.m.
NED2 Entity disambiguation (via description) batch_6a0115c967b0819088e2335fd45d755b completed May 10, 2026, 11:33 p.m.
Created at: April 10, 2026, 5:32 a.m.