Triple

T10316462
Position Surface form Disambiguated ID Type / Status
Subject Mayor of Cleveland E242027 entity
Predicate jurisdictionIncludes P808 FINISHED
Object Cleveland Department of Public Works (oversight role as defined by city charter and ordinances)
The Cleveland Department of Public Works is a municipal agency responsible for maintaining and managing the city’s infrastructure, public facilities, and essential services in accordance with the city charter and ordinances.
E855095 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: Cleveland Department of Public Works (oversight role as defined by city charter and ordinances) | Statement: [Mayor of Cleveland, jurisdictionIncludes, Cleveland Department of Public Works (oversight role as defined by city charter and ordinances)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cleveland Department of Public Works (oversight role as defined by city charter and ordinances)
Context triple: [Mayor of Cleveland, jurisdictionIncludes, Cleveland Department of Public Works (oversight role as defined by city charter and ordinances)]
  • A. state Public Works Departments
    State Public Works Departments are government agencies in Indian states responsible for planning, constructing, and maintaining public infrastructure such as roads, bridges, and government buildings.
  • B. Department of Public Works (Baltimore)
    The Department of Public Works (Baltimore) is the city agency responsible for managing Baltimore’s water and wastewater systems, solid waste collection, recycling, and related public infrastructure services.
  • C. City of Cleveland government
    The City of Cleveland government is the municipal authority responsible for governing Cleveland, Ohio, including managing public services, infrastructure, and local regulations.
  • D. Department of Public Works
    The Department of Public Works is a local government agency responsible for planning, building, and maintaining public infrastructure and services such as roads, facilities, and environmental management within Prince William County.
  • E. City of Pittsburgh Department of Public Works
    The City of Pittsburgh Department of Public Works is the municipal agency responsible for maintaining the city’s infrastructure and public spaces, including streets, facilities, and parks.
  • 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: Cleveland Department of Public Works (oversight role as defined by city charter and ordinances)
Triple: [Mayor of Cleveland, jurisdictionIncludes, Cleveland Department of Public Works (oversight role as defined by city charter and ordinances)]
Generated description
The Cleveland Department of Public Works is a municipal agency responsible for maintaining and managing the city’s infrastructure, public facilities, and essential services in accordance with the city charter and ordinances.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cleveland Department of Public Works (oversight role as defined by city charter and ordinances)
Target entity description: The Cleveland Department of Public Works is a municipal agency responsible for maintaining and managing the city’s infrastructure, public facilities, and essential services in accordance with the city charter and ordinances.
  • A. state Public Works Departments
    State Public Works Departments are government agencies in Indian states responsible for planning, constructing, and maintaining public infrastructure such as roads, bridges, and government buildings.
  • B. Department of Public Works (Baltimore)
    The Department of Public Works (Baltimore) is the city agency responsible for managing Baltimore’s water and wastewater systems, solid waste collection, recycling, and related public infrastructure services.
  • C. City of Cleveland government
    The City of Cleveland government is the municipal authority responsible for governing Cleveland, Ohio, including managing public services, infrastructure, and local regulations.
  • D. Department of Public Works
    The Department of Public Works is a local government agency responsible for planning, building, and maintaining public infrastructure and services such as roads, facilities, and environmental management within Prince William County.
  • E. City of Pittsburgh Department of Public Works
    The City of Pittsburgh Department of Public Works is the municipal agency responsible for maintaining the city’s infrastructure and public spaces, including streets, facilities, and parks.
  • 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_69d381ac38808190a8ca7457c85b625b completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d35cf8cc819084dd472f22d604be completed April 7, 2026, 9:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69d71d8de9488190ae003231dccd0c8f completed April 9, 2026, 3:31 a.m.
NEDg Description generation batch_69d7318755b881908e9ea4f1dfcf7da2 completed April 9, 2026, 4:56 a.m.
NED2 Entity disambiguation (via description) batch_69d73285e0688190a98708477527bbee completed April 9, 2026, 5 a.m.
Created at: April 6, 2026, 11:49 a.m.