Triple

T12797110
Position Surface form Disambiguated ID Type / Status
Subject Cook County townships E305917 entity
Predicate hasMember P10 FINISHED
Object Bloom Township
Bloom Township is a civil township located in the southern part of Cook County, Illinois, encompassing several suburban communities south of Chicago.
 E1043181 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: Bloom Township | Statement: [Cook County townships, hasMember, Bloom Township]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bloom Township
Context triple: [Cook County townships, hasMember, Bloom Township]
  • A. Bloom Township
    Bloom Township is a civil township located in Fairfield County, Ohio, known as a local governmental subdivision within the state.
  • B. Bliss Township
    Bliss Township is a civil township located in Emmet County in the northern part of Michigan’s Lower Peninsula, known for its rural character and proximity to Lake Michigan.
  • C. Hilliard Township
    Hilliard Township is a small rural municipality located within Ontario’s Timiskaming District in Canada.
  • D. Sylvania Township
    Sylvania Township is a suburban township in northwest Ohio that serves as a residential and commercial community within the Toledo metropolitan area.
  • E. Baldwin Township
    Baldwin Township is a suburban municipality in Allegheny County, Pennsylvania, located just south of the city of Pittsburgh.
  • 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: Bloom Township
Triple: [Cook County townships, hasMember, Bloom Township]
Generated description
Bloom Township is a civil township located in the southern part of Cook County, Illinois, encompassing several suburban communities south of Chicago.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bloom Township
Target entity description: Bloom Township is a civil township located in the southern part of Cook County, Illinois, encompassing several suburban communities south of Chicago.
  • A. Bloom Township
    Bloom Township is a civil township located in Fairfield County, Ohio, known as a local governmental subdivision within the state.
  • B. Bliss Township
    Bliss Township is a civil township located in Emmet County in the northern part of Michigan’s Lower Peninsula, known for its rural character and proximity to Lake Michigan.
  • C. Hilliard Township
    Hilliard Township is a small rural municipality located within Ontario’s Timiskaming District in Canada.
  • D. Sylvania Township
    Sylvania Township is a suburban township in northwest Ohio that serves as a residential and commercial community within the Toledo metropolitan area.
  • E. Baldwin Township
    Baldwin Township is a suburban municipality in Allegheny County, Pennsylvania, located just south of the city of Pittsburgh.
  • 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_69d7bdf366888190a8cccb982606889c completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96e6db68481909a2ca8da1287f3e0 completed April 10, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f746077b288190b8ca7927352a7904 completed May 3, 2026, 12:56 p.m.
NEDg Description generation batch_69f749d6ce888190b4a07462e9b8a40e completed May 3, 2026, 1:12 p.m.
NED2 Entity disambiguation (via description) batch_69f74a2fed2c8190b006575d88c01bdd completed May 3, 2026, 1:14 p.m.
Created at: April 9, 2026, 5:30 p.m.