Triple

T2676023
Position Surface form Disambiguated ID Type / Status
Subject Fiserv Forum E56460 entity
Predicate neighborhood P988 FINISHED
Object Deer District
Deer District is a vibrant entertainment and dining hub in downtown Milwaukee centered around the Fiserv Forum arena and known for hosting large-scale sports and community events.
E287126 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: Deer District | Statement: [Fiserv Forum, neighborhood, Deer District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Deer District
Context triple: [Fiserv Forum, neighborhood, Deer District]
  • A. Laurel District
    The Laurel District is a vibrant, historically diverse commercial and residential neighborhood in Oakland, California, known for its independent shops, restaurants, and community events.
  • B. Three Rivers District
    Three Rivers District is a local government district in Hertfordshire, England, named after the rivers Gade, Chess, and Colne and comprising a mix of suburban communities and green belt countryside.
  • C. Summit District
    Summit District is the high-elevation area of Haleakalā National Park on Maui, known for its volcanic crater landscapes, panoramic sunrise views, and unique alpine ecosystems.
  • D. Mason District
    Mason District is a magisterial district in Fairfax County, Virginia, encompassing several communities in the inner Washington, D.C. suburbs.
  • E. Deer Park
    Deer Park is a historic enclosed area within Windsor Great Park in Berkshire, England, traditionally used for keeping and observing deer amid landscaped parkland.
  • 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: Deer District
Triple: [Fiserv Forum, neighborhood, Deer District]
Generated description
Deer District is a vibrant entertainment and dining hub in downtown Milwaukee centered around the Fiserv Forum arena and known for hosting large-scale sports and community events.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Deer District
Target entity description: Deer District is a vibrant entertainment and dining hub in downtown Milwaukee centered around the Fiserv Forum arena and known for hosting large-scale sports and community events.
  • A. Laurel District
    The Laurel District is a vibrant, historically diverse commercial and residential neighborhood in Oakland, California, known for its independent shops, restaurants, and community events.
  • B. Three Rivers District
    Three Rivers District is a local government district in Hertfordshire, England, named after the rivers Gade, Chess, and Colne and comprising a mix of suburban communities and green belt countryside.
  • C. Summit District
    Summit District is the high-elevation area of Haleakalā National Park on Maui, known for its volcanic crater landscapes, panoramic sunrise views, and unique alpine ecosystems.
  • D. Mason District
    Mason District is a magisterial district in Fairfax County, Virginia, encompassing several communities in the inner Washington, D.C. suburbs.
  • E. Deer Park
    Deer Park is a historic enclosed area within Windsor Great Park in Berkshire, England, traditionally used for keeping and observing deer amid landscaped parkland.
  • 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_69ab4a4b13fc81909dfdb3f23da46832 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd9b3530c819093942cc985f814ef completed March 7, 2026, 7:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69afa0638a9c8190b48ca5aa56eb66ff completed March 10, 2026, 4:38 a.m.
NEDg Description generation batch_69afa0e714e08190aa873b8501c89479 completed March 10, 2026, 4:41 a.m.
NED2 Entity disambiguation (via description) batch_69afa18335548190b186323227d55e63 completed March 10, 2026, 4:43 a.m.
Created at: March 6, 2026, 9:54 p.m.