Triple

T947231
Position Surface form Disambiguated ID Type / Status
Subject Stephen A. Schwarzman E20439 entity
Predicate familyName P18 FINISHED
Object Schwarzman
Schwarzman is a prominent American billionaire businessman and co-founder of the global private equity firm Blackstone.
 E19770 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 | Statement: [Stephen A. Schwarzman, familyName, Schwarzman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Schwarzman
Context triple: [Stephen A. Schwarzman, familyName, Schwarzman]
  • A. Milstein Hall
    Milstein Hall is a modern architecture building at Cornell University that serves as a central facility for the College of Architecture, Art, and Planning.
  • B. Klarman Hall
    Klarman Hall is a major convening and conference center at Harvard Business School designed for large-scale events, lectures, and community gatherings.
  • C. Stephen A. Schwarzman Building
    The Stephen A. Schwarzman Building is the iconic Beaux-Arts flagship library on Fifth Avenue in Manhattan, renowned for its grand reading rooms and stone lion statues.
  • D. Nitze
    Nitze is a surname most prominently associated with Paul Nitze, an influential American diplomat and key architect of U.S. Cold War defense policy.
  • E. Tishman Speyer
    Tishman Speyer is a global real estate development and investment firm known for owning and managing landmark commercial properties in major cities worldwide.
  • 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
Triple: [Stephen A. Schwarzman, familyName, Schwarzman]
Generated description
Schwarzman is a prominent American billionaire businessman and co-founder of the global private equity firm Blackstone.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Schwarzman
Target entity description: Schwarzman is a prominent American billionaire businessman and co-founder of the global private equity firm Blackstone.
  • A. Milstein Hall
    Milstein Hall is a modern architecture building at Cornell University that serves as a central facility for the College of Architecture, Art, and Planning.
  • B. Klarman Hall
    Klarman Hall is a major convening and conference center at Harvard Business School designed for large-scale events, lectures, and community gatherings.
  • C. Stephen A. Schwarzman Building chosen
    The Stephen A. Schwarzman Building is the iconic Beaux-Arts flagship library on Fifth Avenue in Manhattan, renowned for its grand reading rooms and stone lion statues.
  • D. Nitze
    Nitze is a surname most prominently associated with Paul Nitze, an influential American diplomat and key architect of U.S. Cold War defense policy.
  • E. Tishman Speyer
    Tishman Speyer is a global real estate development and investment firm known for owning and managing landmark commercial properties in major cities worldwide.
  • F. None of above.

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_69a826e7d55c8190b9b871caead76733 completed March 4, 2026, 12:34 p.m.
NEDg Description generation batch_69a845a793e08190892fe1a545095f62 completed March 4, 2026, 2:45 p.m.
NED2 Entity disambiguation (via description) batch_69a8463631608190a9ada5605e9625aa completed March 4, 2026, 2:48 p.m.
Created at: March 1, 2026, 7:40 p.m.