Triple

T16992257
Position Surface form Disambiguated ID Type / Status
Subject Office of the Mayor of Atlanta E412220 entity
Predicate oversees P46 FINISHED
Object Department of Watershed Management of Atlanta
The Department of Watershed Management of Atlanta is the city agency responsible for managing Atlanta’s drinking water, wastewater, and stormwater systems and protecting local water resources.
E1245038 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: Department of Watershed Management of Atlanta | Statement: [Office of the Mayor of Atlanta, oversees, Department of Watershed Management of Atlanta]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Watershed Management of Atlanta
Context triple: [Office of the Mayor of Atlanta, oversees, Department of Watershed Management of Atlanta]
  • A. Atlanta-Fulton County Recreation Authority
    The Atlanta-Fulton County Recreation Authority is a public agency that owns and oversees major sports and entertainment facilities in Atlanta and Fulton County, Georgia.
  • B. Bureau of Water
    The Bureau of Water is a division of the Illinois Environmental Protection Agency responsible for protecting and managing the state’s water resources and ensuring compliance with water quality standards.
  • C. Atlanta Regional Commission
    The Atlanta Regional Commission is the regional planning and intergovernmental coordination agency for the Atlanta metropolitan area, overseeing long-range transportation, land use, and community development initiatives.
  • D. Georgia Department of Natural Resources
    The Georgia Department of Natural Resources is a state agency responsible for conserving Georgia’s natural, historic, and cultural resources and managing its state parks, wildlife, and environmental protection programs.
  • E. Mystic River Watershed Association
    Mystic River Watershed Association is a nonprofit environmental organization dedicated to protecting, restoring, and advocating for the Mystic River and its surrounding watershed in Massachusetts.
  • 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: Department of Watershed Management of Atlanta
Triple: [Office of the Mayor of Atlanta, oversees, Department of Watershed Management of Atlanta]
Generated description
The Department of Watershed Management of Atlanta is the city agency responsible for managing Atlanta’s drinking water, wastewater, and stormwater systems and protecting local water resources.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Watershed Management of Atlanta
Target entity description: The Department of Watershed Management of Atlanta is the city agency responsible for managing Atlanta’s drinking water, wastewater, and stormwater systems and protecting local water resources.
  • A. Atlanta-Fulton County Recreation Authority
    The Atlanta-Fulton County Recreation Authority is a public agency that owns and oversees major sports and entertainment facilities in Atlanta and Fulton County, Georgia.
  • B. Bureau of Water
    The Bureau of Water is a division of the Illinois Environmental Protection Agency responsible for protecting and managing the state’s water resources and ensuring compliance with water quality standards.
  • C. Atlanta Regional Commission
    The Atlanta Regional Commission is the regional planning and intergovernmental coordination agency for the Atlanta metropolitan area, overseeing long-range transportation, land use, and community development initiatives.
  • D. Georgia Department of Natural Resources
    The Georgia Department of Natural Resources is a state agency responsible for conserving Georgia’s natural, historic, and cultural resources and managing its state parks, wildlife, and environmental protection programs.
  • E. Mystic River Watershed Association
    Mystic River Watershed Association is a nonprofit environmental organization dedicated to protecting, restoring, and advocating for the Mystic River and its surrounding watershed in Massachusetts.
  • 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.