Triple
T1591044
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bauakademie, Berlin |
E34177
|
entity |
| Predicate | notableTeacher |
P7128
|
FINISHED |
| Object |
August Ferdinand Julius Borgnis
August Ferdinand Julius Borgnis was a prominent 19th-century German engineer and educator known for his influential work in civil engineering and technical instruction.
|
E182716
|
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: August Ferdinand Julius Borgnis | Statement: [Bauakademie, Berlin, notableTeacher, August Ferdinand Julius Borgnis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: August Ferdinand Julius Borgnis Context triple: [Bauakademie, Berlin, notableTeacher, August Ferdinand Julius Borgnis]
-
A.
Victor Franz
Victor Franz is the conflicted former policeman at the center of Arthur Miller’s play "The Price," whose return to his childhood home forces him to confront long-buried family tensions and regrets.
-
B.
Ludwig Fischer
Ludwig Fischer was a son of the German philosopher G. W. F. Hegel, about whom relatively little is historically documented compared to his famous father.
-
C.
Johann Bader
Johann Bader is a relatively obscure individual sharing the surname Bader, with no widely documented public achievements or roles.
-
D.
Eduard Ludwig
Eduard Ludwig was a German architect best known for designing the Berlin Airlift Memorial (Luftbrückendenkmal), commemorating the Allied airlift during the Berlin Blockade.
-
E.
Bruno Bauch
Bruno Bauch was a German neo-Kantian philosopher associated with the Baden school, known for his work on value theory and the philosophy of culture.
- 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: August Ferdinand Julius Borgnis Triple: [Bauakademie, Berlin, notableTeacher, August Ferdinand Julius Borgnis]
Generated description
August Ferdinand Julius Borgnis was a prominent 19th-century German engineer and educator known for his influential work in civil engineering and technical instruction.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: August Ferdinand Julius Borgnis Target entity description: August Ferdinand Julius Borgnis was a prominent 19th-century German engineer and educator known for his influential work in civil engineering and technical instruction.
-
A.
Victor Franz
Victor Franz is the conflicted former policeman at the center of Arthur Miller’s play "The Price," whose return to his childhood home forces him to confront long-buried family tensions and regrets.
-
B.
Ludwig Fischer
Ludwig Fischer was a son of the German philosopher G. W. F. Hegel, about whom relatively little is historically documented compared to his famous father.
-
C.
Johann Bader
Johann Bader is a relatively obscure individual sharing the surname Bader, with no widely documented public achievements or roles.
-
D.
Eduard Ludwig
Eduard Ludwig was a German architect best known for designing the Berlin Airlift Memorial (Luftbrückendenkmal), commemorating the Allied airlift during the Berlin Blockade.
-
E.
Bruno Bauch
Bruno Bauch was a German neo-Kantian philosopher associated with the Baden school, known for his work on value theory and the philosophy of culture.
- 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_69a885fceb2c8190b47e0f7c0aefbff0 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa621526e8819097d8c5330e527ed3 |
completed | March 6, 2026, 5:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad51b5d6f48190baac5d3d6fe13206 |
completed | March 8, 2026, 10:38 a.m. |
| NEDg | Description generation | batch_69ad523ae04c819099431e09cf1eb953 |
completed | March 8, 2026, 10:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad52b3dcf081909e73fba891e985b2 |
completed | March 8, 2026, 10:43 a.m. |
Created at: March 4, 2026, 7:27 p.m.