Triple

T947261
Position Surface form Disambiguated ID Type / Status
Subject Stephen A. Schwarzman E20439 entity
Predicate namesakeOf P63 FINISHED
Object Schwarzman Scholars program
The Schwarzman Scholars program is a prestigious, fully funded international scholarship at Tsinghua University in Beijing designed to prepare future global leaders through a one-year master’s degree in global affairs.
E111599 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: Schwarzman Scholars program | Statement: [Stephen A. Schwarzman, namesakeOf, Schwarzman Scholars program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Schwarzman Scholars program
Context triple: [Stephen A. Schwarzman, namesakeOf, Schwarzman Scholars program]
  • A. Obama Scholars Program
    The Obama Scholars Program is a leadership development initiative that supports emerging leaders from around the world through academic study, practical training, and mentorship to help them drive positive social change in their communities.
  • B. Schwarzman College of Computing
    Schwarzman College of Computing is MIT’s interdisciplinary hub for computer science, artificial intelligence, and computing-related research and education across the institute.
  • C. Harvard Summer School
    Harvard Summer School is Harvard University's open-enrollment summer division offering a wide range of undergraduate, graduate, and professional courses to students from around the world.
  • D. Fulbright Program
    The Fulbright Program is a prestigious international educational exchange initiative that offers scholarships for students, scholars, and professionals to study, teach, or conduct research abroad, fostering mutual understanding between the United States and other countries.
  • E. Columbia Global Centers
    Columbia Global Centers is an international network of regional hubs that supports Columbia University’s global research, teaching, and collaboration initiatives around the world.
  • 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: Schwarzman Scholars program
Triple: [Stephen A. Schwarzman, namesakeOf, Schwarzman Scholars program]
Generated description
The Schwarzman Scholars program is a prestigious, fully funded international scholarship at Tsinghua University in Beijing designed to prepare future global leaders through a one-year master’s degree in global affairs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Schwarzman Scholars program
Target entity description: The Schwarzman Scholars program is a prestigious, fully funded international scholarship at Tsinghua University in Beijing designed to prepare future global leaders through a one-year master’s degree in global affairs.
  • A. Obama Scholars Program
    The Obama Scholars Program is a leadership development initiative that supports emerging leaders from around the world through academic study, practical training, and mentorship to help them drive positive social change in their communities.
  • B. Schwarzman College of Computing
    Schwarzman College of Computing is MIT’s interdisciplinary hub for computer science, artificial intelligence, and computing-related research and education across the institute.
  • C. Harvard Summer School
    Harvard Summer School is Harvard University's open-enrollment summer division offering a wide range of undergraduate, graduate, and professional courses to students from around the world.
  • D. Fulbright Program
    The Fulbright Program is a prestigious international educational exchange initiative that offers scholarships for students, scholars, and professionals to study, teach, or conduct research abroad, fostering mutual understanding between the United States and other countries.
  • E. Columbia Global Centers
    Columbia Global Centers is an international network of regional hubs that supports Columbia University’s global research, teaching, and collaboration initiatives around the world.
  • 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_69a493b0f2fc81908cd227480a5356a1 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b3be19448190a8863fce3d152430 completed March 1, 2026, 9:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a826e8cdfc8190846717a11d7b12c4 completed March 4, 2026, 12:34 p.m.
NEDg Description generation batch_69a84d39b3b881909ba8d1c4a4757ede completed March 4, 2026, 3:18 p.m.
NED2 Entity disambiguation (via description) batch_69a84dbeef6c81908dd6593722dfb52b completed March 4, 2026, 3:20 p.m.
Created at: March 1, 2026, 7:40 p.m.