Triple

T6202421
Position Surface form Disambiguated ID Type / Status
Subject Helzberg Hall E138665 entity
Predicate namedAfter P63 FINISHED
Object Barnett Helzberg Jr. and Shirley Helzberg
Barnett Helzberg Jr. and Shirley Helzberg are American philanthropists known for their major support of the arts and education, particularly in Kansas City.
E576349 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: Barnett Helzberg Jr. and Shirley Helzberg | Statement: [Helzberg Hall, namedAfter, Barnett Helzberg Jr. and Shirley Helzberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Barnett Helzberg Jr. and Shirley Helzberg
Context triple: [Helzberg Hall, namedAfter, Barnett Helzberg Jr. and Shirley Helzberg]
  • A. Shari Arison
    Shari Arison is an Israeli-American businesswoman and philanthropist known as one of Israel’s wealthiest women and a major shareholder in Bank Hapoalim.
  • B. Myrtle Gruenert
    Myrtle Gruenert was the wife of Australian speech therapist Lionel Logue, who famously treated King George VI.
  • C. Judy Zankel
    Judy Zankel was a philanthropist and arts patron whose support and legacy are honored through the naming of Zankel Hall at Carnegie Hall.
  • D. Beth Klarman
    Beth Klarman is a member of the prominent Klarman family, known for its significant business success and philanthropic activities.
  • E. Margo Winkler
    Margo Winkler is an American actress known for her frequent small roles in films produced or directed by her husband, filmmaker Irwin Winkler.
  • 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: Barnett Helzberg Jr. and Shirley Helzberg
Triple: [Helzberg Hall, namedAfter, Barnett Helzberg Jr. and Shirley Helzberg]
Generated description
Barnett Helzberg Jr. and Shirley Helzberg are American philanthropists known for their major support of the arts and education, particularly in Kansas City.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Barnett Helzberg Jr. and Shirley Helzberg
Target entity description: Barnett Helzberg Jr. and Shirley Helzberg are American philanthropists known for their major support of the arts and education, particularly in Kansas City.
  • A. Shari Arison
    Shari Arison is an Israeli-American businesswoman and philanthropist known as one of Israel’s wealthiest women and a major shareholder in Bank Hapoalim.
  • B. Myrtle Gruenert
    Myrtle Gruenert was the wife of Australian speech therapist Lionel Logue, who famously treated King George VI.
  • C. Judy Zankel
    Judy Zankel was a philanthropist and arts patron whose support and legacy are honored through the naming of Zankel Hall at Carnegie Hall.
  • D. Beth Klarman
    Beth Klarman is a member of the prominent Klarman family, known for its significant business success and philanthropic activities.
  • E. Margo Winkler
    Margo Winkler is an American actress known for her frequent small roles in films produced or directed by her husband, filmmaker Irwin Winkler.
  • 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_69c008acbea48190991c6b834bb45d65 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0626a32908190a3332008aee2e4a9 completed March 22, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69c16f3bad2c8190b0ad0f2def3af9f7 completed March 23, 2026, 4:50 p.m.
NEDg Description generation batch_69c1be41b0c881909aff05430b23dc71 completed March 23, 2026, 10:27 p.m.
NED2 Entity disambiguation (via description) batch_69c1bf50f6b881909e23e95d6ff0fd4d completed March 23, 2026, 10:31 p.m.
Created at: March 22, 2026, 4:20 p.m.