Triple
T4688391
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Schwab |
E103974
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Karl Schwab
Karl Schwab is a notable individual who shares the Schwab surname, recognized enough to be specifically cited as a bearer of the name.
|
E459913
|
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: Karl Schwab | Statement: [Schwab, hasNotableBearer, Karl Schwab]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Karl Schwab Context triple: [Schwab, hasNotableBearer, Karl Schwab]
-
A.
Carlos Schwabe
Carlos Schwabe was a Swiss Symbolist painter and illustrator known for his mystical, allegorical works and contributions to late 19th-century book illustration.
-
B.
Heinrich Klopfer
Heinrich Klopfer was a Nazi official and legal expert who participated in the planning and administration of the Holocaust.
-
C.
William Zeckendorf
William Zeckendorf was a prominent mid-20th-century American real estate developer known for large-scale urban projects and pioneering modern commercial and residential complexes.
-
D.
Charles R. Schwab
Charles R. Schwab is an American investor and businessman best known as the founder of the Charles Schwab Corporation, a pioneering discount brokerage firm.
-
E.
Franz A. Bischoff
Franz A. Bischoff was an American painter and ceramicist best known for his vibrant landscapes and floral works that made him a leading figure in the California Impressionist movement.
- 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: Karl Schwab Triple: [Schwab, hasNotableBearer, Karl Schwab]
Generated description
Karl Schwab is a notable individual who shares the Schwab surname, recognized enough to be specifically cited as a bearer of the name.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Karl Schwab Target entity description: Karl Schwab is a notable individual who shares the Schwab surname, recognized enough to be specifically cited as a bearer of the name.
-
A.
Carlos Schwabe
Carlos Schwabe was a Swiss Symbolist painter and illustrator known for his mystical, allegorical works and contributions to late 19th-century book illustration.
-
B.
Heinrich Klopfer
Heinrich Klopfer was a Nazi official and legal expert who participated in the planning and administration of the Holocaust.
-
C.
William Zeckendorf
William Zeckendorf was a prominent mid-20th-century American real estate developer known for large-scale urban projects and pioneering modern commercial and residential complexes.
-
D.
Charles R. Schwab
Charles R. Schwab is an American investor and businessman best known as the founder of the Charles Schwab Corporation, a pioneering discount brokerage firm.
-
E.
Franz A. Bischoff
Franz A. Bischoff was an American painter and ceramicist best known for his vibrant landscapes and floral works that made him a leading figure in the California Impressionist movement.
- 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_69bd43debbf08190b4bc372e286ec234 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd6397f6888190a9024a51d4d34f2b |
completed | March 20, 2026, 3:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be03b75e3481908aa27eeaeec490ca |
completed | March 21, 2026, 2:34 a.m. |
| NEDg | Description generation | batch_69be042adb8c8190b6889c3a5b9c18cc |
completed | March 21, 2026, 2:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be048f7d7881908ab19bd37c92b423 |
completed | March 21, 2026, 2:38 a.m. |
Created at: March 20, 2026, 1:16 p.m.