Triple

T2664396
Position Surface form Disambiguated ID Type / Status
Subject Shubert Organization E55599 entity
Predicate associatedWith P37 FINISHED
Object Shubert family
The Shubert family is a prominent American theatrical dynasty that played a central role in developing and controlling much of Broadway’s commercial theater in the 20th century.
 E286716 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: Shubert family | Statement: [Shubert Organization, associatedWith, Shubert family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shubert family
Context triple: [Shubert Organization, associatedWith, Shubert family]
  • A. Schine family
    The Schine family is an American family known for its extensive ownership and operation of hotels, theaters, and other entertainment-related real estate in the mid-20th century.
  • B. Leventhal family
    The Leventhal family is a prominent philanthropic family known for significant contributions to education, urbanism, and civic institutions.
  • C. Kaufmann family
    The Kaufmann family was a prominent Pittsburgh retail family best known as the original owners and patrons of Frank Lloyd Wright’s iconic Fallingwater house.
  • D. Ochs-Sulzberger family
    The Ochs-Sulzberger family is an American media dynasty best known for its long-standing ownership and leadership of The New York Times.
  • E. Taubman family
    The Taubman family is an American philanthropic and business family known for its significant contributions to education, public policy, and the arts.
  • 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: Shubert family
Triple: [Shubert Organization, associatedWith, Shubert family]
Generated description
The Shubert family is a prominent American theatrical dynasty that played a central role in developing and controlling much of Broadway’s commercial theater in the 20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shubert family
Target entity description: The Shubert family is a prominent American theatrical dynasty that played a central role in developing and controlling much of Broadway’s commercial theater in the 20th century.
  • A. Schine family
    The Schine family is an American family known for its extensive ownership and operation of hotels, theaters, and other entertainment-related real estate in the mid-20th century.
  • B. Leventhal family
    The Leventhal family is a prominent philanthropic family known for significant contributions to education, urbanism, and civic institutions.
  • C. Kaufmann family
    The Kaufmann family was a prominent Pittsburgh retail family best known as the original owners and patrons of Frank Lloyd Wright’s iconic Fallingwater house.
  • D. Ochs-Sulzberger family
    The Ochs-Sulzberger family is an American media dynasty best known for its long-standing ownership and leadership of The New York Times.
  • E. Taubman family
    The Taubman family is an American philanthropic and business family known for its significant contributions to education, public policy, and the arts.
  • 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_69ab49e54de48190be708cd1cf8be073 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd96dba44819085c3e651afba7806 completed March 7, 2026, 7:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69af98dc36d8819086fc739c324f0761 completed March 10, 2026, 4:06 a.m.
NEDg Description generation batch_69af9a14cda48190bd903495ce48a4f0 completed March 10, 2026, 4:12 a.m.
NED2 Entity disambiguation (via description) batch_69af9a7b27608190ba76048c4c8a4bae completed March 10, 2026, 4:13 a.m.
Created at: March 6, 2026, 9:54 p.m.