Triple
T2544294
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Scholz |
E57860
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Bernhard Scholz
Bernhard Scholz is a German computer scientist known for his work in programming languages, logic programming, and the development of the Soufflé Datalog engine.
|
E276392
|
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: Bernhard Scholz | Statement: [Scholz, hasNotableBearer, Bernhard Scholz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bernhard Scholz Context triple: [Scholz, hasNotableBearer, Bernhard Scholz]
-
A.
Lothar de Maizière
Lothar de Maizière was the last and only democratically elected prime minister of East Germany, overseeing the country’s transition toward reunification with West Germany in 1990.
-
B.
Hans Modrow
Hans Modrow was an East German reformist politician who served as the last communist prime minister of the GDR, overseeing key transition steps during the period following the fall of the Berlin Wall.
-
C.
Hans-Dietrich Genscher
Hans-Dietrich Genscher was a prominent German liberal politician who served for many years as Foreign Minister and Vice Chancellor, playing a key role in German reunification and European diplomacy.
-
D.
Hermann Köhl
Hermann Köhl was a German aviation pioneer best known for co-piloting the first successful east-to-west non-stop transatlantic flight in 1928.
-
E.
Horst Köhler
Horst Köhler is a German politician and economist who served as President of Germany from 2004 to 2010.
- 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: Bernhard Scholz Triple: [Scholz, hasNotableBearer, Bernhard Scholz]
Generated description
Bernhard Scholz is a German computer scientist known for his work in programming languages, logic programming, and the development of the Soufflé Datalog engine.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bernhard Scholz Target entity description: Bernhard Scholz is a German computer scientist known for his work in programming languages, logic programming, and the development of the Soufflé Datalog engine.
-
A.
Lothar de Maizière
Lothar de Maizière was the last and only democratically elected prime minister of East Germany, overseeing the country’s transition toward reunification with West Germany in 1990.
-
B.
Hans Modrow
Hans Modrow was an East German reformist politician who served as the last communist prime minister of the GDR, overseeing key transition steps during the period following the fall of the Berlin Wall.
-
C.
Hans-Dietrich Genscher
Hans-Dietrich Genscher was a prominent German liberal politician who served for many years as Foreign Minister and Vice Chancellor, playing a key role in German reunification and European diplomacy.
-
D.
Hermann Köhl
Hermann Köhl was a German aviation pioneer best known for co-piloting the first successful east-to-west non-stop transatlantic flight in 1928.
-
E.
Horst Köhler
Horst Köhler is a German politician and economist who served as President of Germany from 2004 to 2010.
- 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_69ab4a5212d88190b989ce129f2ad87f |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd2c10ce88190b242ab3d41878fda |
completed | March 7, 2026, 7:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af5d073d2c81908c769a99b0942089 |
completed | March 9, 2026, 11:51 p.m. |
| NEDg | Description generation | batch_69af5d7576fc8190b83007e403d21df6 |
completed | March 9, 2026, 11:53 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af5debc9288190b160305107137435 |
completed | March 9, 2026, 11:55 p.m. |
Created at: March 6, 2026, 9:47 p.m.