Triple

T6994816
Position Surface form Disambiguated ID Type / Status
Subject Hoffman Estates, Illinois E162181 entity
Predicate parkDistrict P4748 FINISHED
Object Hoffman Estates Park District
Hoffman Estates Park District is the local governmental agency that manages parks, recreational facilities, and community programs for residents of Hoffman Estates, Illinois.
E639027 NE FINISHED

How this triple was built (5 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: Hoffman Estates Park District | Statement: [Hoffman Estates, Illinois, parkDistrict, Hoffman Estates Park District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hoffman Estates Park District
Context triple: [Hoffman Estates, Illinois, parkDistrict, Hoffman Estates Park District]
  • A. Elmhurst Park District
    Elmhurst Park District is the local governmental agency responsible for providing and maintaining parks, recreational facilities, and community programs for residents of Elmhurst, Illinois.
  • B. Schaumburg Park District
    Schaumburg Park District is a local government agency in Schaumburg, Illinois, that manages parks, recreational facilities, and community programs for area residents.
  • C. Arlington Heights Park District
    Arlington Heights Park District is the local governmental agency that manages and operates parks, recreational facilities, and community programs for residents of Arlington Heights, Illinois.
  • D. Wheaton Park District
    Wheaton Park District is the local governmental agency responsible for providing parks, recreational facilities, and community programs for residents of Wheaton, Illinois.
  • E. Palatine Park District
    Palatine Park District is the local governmental agency that manages parks, recreational facilities, and community programs for residents of Palatine, Illinois.
  • 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: Hoffman Estates Park District
Triple: [Hoffman Estates, Illinois, parkDistrict, Hoffman Estates Park District]
Generated description
Hoffman Estates Park District is the local governmental agency that manages parks, recreational facilities, and community programs for residents of Hoffman Estates, Illinois.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hoffman Estates Park District
Target entity description: Hoffman Estates Park District is the local governmental agency that manages parks, recreational facilities, and community programs for residents of Hoffman Estates, Illinois.
  • A. Elmhurst Park District
    Elmhurst Park District is the local governmental agency responsible for providing and maintaining parks, recreational facilities, and community programs for residents of Elmhurst, Illinois.
  • B. Schaumburg Park District
    Schaumburg Park District is a local government agency in Schaumburg, Illinois, that manages parks, recreational facilities, and community programs for area residents.
  • C. Arlington Heights Park District
    Arlington Heights Park District is the local governmental agency that manages and operates parks, recreational facilities, and community programs for residents of Arlington Heights, Illinois.
  • D. Wheaton Park District
    Wheaton Park District is the local governmental agency responsible for providing parks, recreational facilities, and community programs for residents of Wheaton, Illinois.
  • E. Palatine Park District
    Palatine Park District is the local governmental agency that manages parks, recreational facilities, and community programs for residents of Palatine, Illinois.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: parkDistrict
Context triple: [Hoffman Estates, Illinois, parkDistrict, Hoffman Estates Park District]
  • A. parkUnit
    Indicates that one entity is a designated unit, component, or subdivision within a larger park or park system.
  • B. parkArea
    Indicates that an area of land is designated and used as a park or recreational green space.
  • C. countyParkOrArea
    Indicates that a location is designated as a county-level park or recreational area under the jurisdiction of a county authority.
  • D. hasParkDistrict chosen
    Indicates that an entity is associated with, located within, or administered by a specific park district.
  • E. parkAuthority
    Indicates that an entity has official responsibility for managing, regulating, or overseeing a park or protected recreational area.
  • F. None of above.

Provenance (6 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_69c68857ffc08190857dc62cd5253777 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dbec259c8190bb4cfbc1ff6fc786 completed March 27, 2026, 7:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7883f0d988190b170901aea57d360 completed March 28, 2026, 7:50 a.m.
NEDg Description generation batch_69c78a822ab0819097e2b40d4b9e044f completed March 28, 2026, 8 a.m.
NED2 Entity disambiguation (via description) batch_69c78b33f5308190a3f234a2c0bd8b9c completed March 28, 2026, 8:03 a.m.
PD Predicate disambiguation batch_69c6d7c4a18881908d267137daed828b completed March 27, 2026, 7:17 p.m.
Created at: March 27, 2026, 2:32 p.m.