Triple
T1752320
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Cologne |
E38470
|
entity |
| Predicate | hasNotableAlumni |
P51
|
FINISHED |
| Object |
Gustav Heinemann
Gustav Heinemann was a German politician who served as President of the Federal Republic of Germany from 1969 to 1974 and was known for his strong commitment to democracy and civil liberties.
|
E484995
|
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: Gustav Heinemann | Statement: [University of Cologne, hasNotableAlumni, Gustav Heinemann]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gustav Heinemann Context triple: [University of Cologne, hasNotableAlumni, Gustav Heinemann]
-
A.
Otto Hofmann
Otto Hofmann was a high-ranking SS official and head of the SS Race and Settlement Main Office who played a role in implementing Nazi racial policies during the Holocaust.
-
B.
Gustav Riebmann
Gustav Riebmann is a fictional character from the American prime-time soap opera "Falcon Crest," known for being a powerful and manipulative antagonist.
-
C.
Hermann Weingärtner
Hermann Weingärtner was a German gymnast who became one of the most successful competitors at the inaugural modern Olympic Games in 1896, winning multiple medals across several events.
-
D.
Fritz Melchers
Fritz Melchers is a Swiss immunologist renowned for his influential research on B cell development and the immune system.
-
E.
Wilhelm Siegling
Wilhelm Siegling was a German linguist and philologist known for his pioneering work on the Tocharian languages and their classification within the Indo-European language family.
- 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: Gustav Heinemann Triple: [University of Cologne, hasNotableAlumni, Gustav Heinemann]
Generated description
Gustav Heinemann was a German politician who served as President of the Federal Republic of Germany from 1969 to 1974 and was known for his strong commitment to democracy and civil liberties.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gustav Heinemann Target entity description: Gustav Heinemann was a German politician who served as President of the Federal Republic of Germany from 1969 to 1974 and was known for his strong commitment to democracy and civil liberties.
-
A.
Otto Hofmann
Otto Hofmann was a high-ranking SS official and head of the SS Race and Settlement Main Office who played a role in implementing Nazi racial policies during the Holocaust.
-
B.
Gustav Riebmann
Gustav Riebmann is a fictional character from the American prime-time soap opera "Falcon Crest," known for being a powerful and manipulative antagonist.
-
C.
Hermann Weingärtner
Hermann Weingärtner was a German gymnast who became one of the most successful competitors at the inaugural modern Olympic Games in 1896, winning multiple medals across several events.
-
D.
Fritz Melchers
Fritz Melchers is a Swiss immunologist renowned for his influential research on B cell development and the immune system.
-
E.
Wilhelm Siegling
Wilhelm Siegling was a German linguist and philologist known for his pioneering work on the Tocharian languages and their classification within the Indo-European language family.
- 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_69a8862bdb2081908aefe831c8aa8017 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa641432d88190ab4254cb4c3ad402 |
completed | March 6, 2026, 5:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be89b0441881908b87c7a62434e79a |
completed | March 21, 2026, 12:06 p.m. |
| NEDg | Description generation | batch_69be8c55934c8190a5b693a9b71fd935 |
completed | March 21, 2026, 12:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be8cc26f48819094742f965919fec3 |
completed | March 21, 2026, 12:19 p.m. |
Created at: March 4, 2026, 7:31 p.m.