Triple
T22730329
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Schwarzman |
E562115
|
entity |
| Predicate | notableBearer |
P458
|
FINISHED |
| Object |
Betsy Schwarzman
Betsy Schwarzman is an individual known primarily for sharing the Schwarzman surname, which is associated with several prominent figures in business and philanthropy.
|
E1571746
|
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: Betsy Schwarzman | Statement: [Schwarzman, notableBearer, Betsy Schwarzman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Betsy Schwarzman Context triple: [Schwarzman, notableBearer, Betsy Schwarzman]
-
A.
Marla Frumkin
Marla Frumkin is an American voice actress best known for portraying Velma Dinkley in the Scooby-Doo animated franchise.
-
B.
Betsy Polatin
Betsy Polatin is a somatic educator, breathing specialist, and author known for her work integrating body awareness, trauma healing, and performance coaching.
-
C.
Betty Schneider
Betty Schneider is a French actress best known for her leading role in Jacques Rivette’s influential New Wave film "Paris Belongs to Us."
-
D.
Betsy Koch
Betsy Koch is a film producer known for her work on the darkly comedic horror-thriller "The Menu."
-
E.
Martha Schmellinsky
Martha Schmellinsky was the wife of East German leader Walter Ulbricht and thus part of the political elite of the German Democratic Republic.
- 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: Betsy Schwarzman Triple: [Schwarzman, notableBearer, Betsy Schwarzman]
Generated description
Betsy Schwarzman is an individual known primarily for sharing the Schwarzman surname, which is associated with several prominent figures in business and philanthropy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Betsy Schwarzman Target entity description: Betsy Schwarzman is an individual known primarily for sharing the Schwarzman surname, which is associated with several prominent figures in business and philanthropy.
-
A.
Marla Frumkin
Marla Frumkin is an American voice actress best known for portraying Velma Dinkley in the Scooby-Doo animated franchise.
-
B.
Betsy Polatin
Betsy Polatin is a somatic educator, breathing specialist, and author known for her work integrating body awareness, trauma healing, and performance coaching.
-
C.
Betty Schneider
Betty Schneider is a French actress best known for her leading role in Jacques Rivette’s influential New Wave film "Paris Belongs to Us."
-
D.
Betsy Koch
Betsy Koch is a film producer known for her work on the darkly comedic horror-thriller "The Menu."
-
E.
Martha Schmellinsky
Martha Schmellinsky was the wife of East German leader Walter Ulbricht and thus part of the political elite of the German Democratic Republic.
- 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_69e24550859c81908727d91efc3a81b4 |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f1792cb9cc8190a7c45032427bca1a |
completed | April 29, 2026, 3:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c23ce77e8819098246b0b588d7f52 |
completed | May 19, 2026, 8:48 a.m. |
| NEDg | Description generation | batch_6a0c271d8fc48190a818c73660218022 |
completed | May 19, 2026, 9:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c2951a718819088c1c7d8435586ec |
completed | May 19, 2026, 9:11 a.m. |
Created at: April 17, 2026, 3:21 p.m.