Triple
T21585459
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Klemperer |
E532638
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Hans Klemperer
Hans Klemperer was a German-born physician and medical researcher known for his contributions to internal medicine in the early 20th century.
|
E1499057
|
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: Hans Klemperer | Statement: [Klemperer, hasNotableBearer, Hans Klemperer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hans Klemperer Context triple: [Klemperer, hasNotableBearer, Hans Klemperer]
-
A.
Werner Klemperer
Werner Klemperer was a German-American actor best known for his Emmy-winning role as Colonel Klink on the television series "Hogan's Heroes."
-
B.
Paul Klemperer
Paul Klemperer is a British economist renowned for his work on auction theory and market design, including contributions that shaped major spectrum auctions.
-
C.
Georg Lörner
Georg Lörner was a high-ranking SS official and Nazi war criminal who played a key role in the administration of concentration camp economics and was later convicted at the Nuremberg Trials.
-
D.
Bernhard Romberg
Bernhard Romberg was a renowned German cellist and composer of the late 18th and early 19th centuries, celebrated for his influential cello concertos and contributions to cello technique.
-
E.
Hans Schlegel
Hans Schlegel is a German physicist and former NASA Space Shuttle mission specialist who flew on two spaceflights as a member of the European Space Agency.
- 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: Hans Klemperer Triple: [Klemperer, hasNotableBearer, Hans Klemperer]
Generated description
Hans Klemperer was a German-born physician and medical researcher known for his contributions to internal medicine in the early 20th century.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hans Klemperer Target entity description: Hans Klemperer was a German-born physician and medical researcher known for his contributions to internal medicine in the early 20th century.
-
A.
Werner Klemperer
Werner Klemperer was a German-American actor best known for his Emmy-winning role as Colonel Klink on the television series "Hogan's Heroes."
-
B.
Paul Klemperer
Paul Klemperer is a British economist renowned for his work on auction theory and market design, including contributions that shaped major spectrum auctions.
-
C.
Georg Lörner
Georg Lörner was a high-ranking SS official and Nazi war criminal who played a key role in the administration of concentration camp economics and was later convicted at the Nuremberg Trials.
-
D.
Bernhard Romberg
Bernhard Romberg was a renowned German cellist and composer of the late 18th and early 19th centuries, celebrated for his influential cello concertos and contributions to cello technique.
-
E.
Hans Schlegel
Hans Schlegel is a German physicist and former NASA Space Shuttle mission specialist who flew on two spaceflights as a member of the European Space Agency.
- 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_69e0c46251648190876f0427cf2d321b |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69eeeb60032881908dd35ac76392ad07 |
completed | April 27, 2026, 4:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a2ebc817c81908c14a3974c50ff63 |
completed | May 17, 2026, 9:10 p.m. |
| NEDg | Description generation | batch_6a0a2f6273ac8190b68980c9c42aa6c0 |
completed | May 17, 2026, 9:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a2fc4470481908e897e056cb7d09e |
completed | May 17, 2026, 9:14 p.m. |
Created at: April 16, 2026, 6:31 p.m.