Triple
T5948798
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Christine Hearst Schwarzman |
E132344
|
entity |
| Predicate | hasFamilyName |
P18
|
FINISHED |
| Object |
Schwarzman
Schwarzman is a prominent surname most notably associated with American billionaire businessman and Blackstone co-founder Stephen A. Schwarzman and his family.
|
E562115
|
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: [Christine Hearst Schwarzman, hasFamilyName, Schwarzman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Schwarzman Context triple: [Christine Hearst Schwarzman, hasFamilyName, Schwarzman]
-
A.
Schwarzman Center
Schwarzman Center is Yale University’s central student life hub and cultural venue, hosting dining, performances, and events in a historic campus building.
-
B.
Shorenstein
Shorenstein is a prominent American family name most closely associated with influential real estate development, media, and philanthropic activities, particularly in San Francisco.
-
C.
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.
-
D.
Teddy Schwarzman
Teddy Schwarzman is an American film producer and founder of Black Bear Pictures, known for backing acclaimed films such as "The Imitation Game."
-
E.
Schwarzman College at Tsinghua University
Schwarzman College at Tsinghua University is a residential graduate college in Beijing that hosts the prestigious Schwarzman Scholars leadership program modeled on the Rhodes Scholarship.
- 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: [Christine Hearst Schwarzman, hasFamilyName, Schwarzman]
Generated description
Schwarzman is a prominent surname most notably associated with American billionaire businessman and Blackstone co-founder Stephen A. Schwarzman and his family.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Schwarzman Target entity description: Schwarzman is a prominent surname most notably associated with American billionaire businessman and Blackstone co-founder Stephen A. Schwarzman and his family.
-
A.
Schwarzman Center
Schwarzman Center is Yale University’s central student life hub and cultural venue, hosting dining, performances, and events in a historic campus building.
-
B.
Shorenstein
Shorenstein is a prominent American family name most closely associated with influential real estate development, media, and philanthropic activities, particularly in San Francisco.
-
C.
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.
-
D.
Teddy Schwarzman
Teddy Schwarzman is an American film producer and founder of Black Bear Pictures, known for backing acclaimed films such as "The Imitation Game."
-
E.
Schwarzman College at Tsinghua University
Schwarzman College at Tsinghua University is a residential graduate college in Beijing that hosts the prestigious Schwarzman Scholars leadership program modeled on the Rhodes Scholarship.
- 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_69c00869d3308190af89b2453e0f7546 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c0397deea08190b9397d0413740300 |
completed | March 22, 2026, 6:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c108269e6081909fcb6b880fc92011 |
completed | March 23, 2026, 9:30 a.m. |
| NEDg | Description generation | batch_69c10af3bfbc8190aa72b7e1a88b45d5 |
completed | March 23, 2026, 9:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c10b5c118c8190aaf5461c40472022 |
completed | March 23, 2026, 9:43 a.m. |
Created at: March 22, 2026, 4:01 p.m.