Triple

T19183656
Position Surface form Disambiguated ID Type / Status
Subject Government of Topeka, Kansas E469640 entity
Predicate oversees P46 FINISHED
Object Topeka Planning and Development services
Topeka Planning and Development Services is a municipal department responsible for guiding land use, zoning, and community development within the city of Topeka, Kansas.
E1362855 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: Topeka Planning and Development services | Statement: [Government of Topeka, Kansas, oversees, Topeka Planning and Development services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Topeka Planning and Development services
Context triple: [Government of Topeka, Kansas, oversees, Topeka Planning and Development services]
  • A. City of Topeka Parks and Recreation Department
    The City of Topeka Parks and Recreation Department is the municipal agency responsible for managing and maintaining Topeka’s public parks, recreational facilities, and community programs.
  • B. Government of Topeka, Kansas
    The Government of Topeka, Kansas is the municipal authority responsible for administering the city of Topeka, including its executive leadership, legislative body, and public services.
  • C. Topeka City Council
    The Topeka City Council is the elected legislative body responsible for setting policy, passing ordinances, and overseeing municipal governance in Topeka, Kansas.
  • D. Downtown Topeka
    Downtown Topeka is the central business and civic district of Topeka, Kansas, featuring key government buildings, historic architecture, and a concentration of commercial and cultural activities.
  • E. Topeka Municipal Code
    The Topeka Municipal Code is the body of local laws and regulations that governs city operations and public conduct within Topeka, Kansas.
  • 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: Topeka Planning and Development services
Triple: [Government of Topeka, Kansas, oversees, Topeka Planning and Development services]
Generated description
Topeka Planning and Development Services is a municipal department responsible for guiding land use, zoning, and community development within the city of Topeka, Kansas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Topeka Planning and Development services
Target entity description: Topeka Planning and Development Services is a municipal department responsible for guiding land use, zoning, and community development within the city of Topeka, Kansas.
  • A. City of Topeka Parks and Recreation Department
    The City of Topeka Parks and Recreation Department is the municipal agency responsible for managing and maintaining Topeka’s public parks, recreational facilities, and community programs.
  • B. Government of Topeka, Kansas
    The Government of Topeka, Kansas is the municipal authority responsible for administering the city of Topeka, including its executive leadership, legislative body, and public services.
  • C. Topeka City Council
    The Topeka City Council is the elected legislative body responsible for setting policy, passing ordinances, and overseeing municipal governance in Topeka, Kansas.
  • D. Downtown Topeka
    Downtown Topeka is the central business and civic district of Topeka, Kansas, featuring key government buildings, historic architecture, and a concentration of commercial and cultural activities.
  • E. Topeka Municipal Code
    The Topeka Municipal Code is the body of local laws and regulations that governs city operations and public conduct within Topeka, Kansas.
  • 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_69d8dd0ad9088190a173b32657ae2e7a completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5f61e1c248190ba9e220c1be61ef8 completed April 20, 2026, 9:47 a.m.
NED1 Entity disambiguation (via context triple) batch_6a06f8b6210481908d9c56fc02cf42fb completed May 15, 2026, 10:43 a.m.
NEDg Description generation batch_6a06f987d3e88190ade6412afd3e1426 completed May 15, 2026, 10:46 a.m.
NED2 Entity disambiguation (via description) batch_6a06fa6c6e5481909beb3a33517264f3 completed May 15, 2026, 10:50 a.m.
Created at: April 10, 2026, 12:07 p.m.