Triple
T6750624
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | German historical school of economics |
E154331
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Lujo Brentano
Lujo Brentano was a prominent German economist and social reformer of the late 19th and early 20th centuries, known for his role in the German historical school of economics and his influential work on labor issues and social policy.
|
E616138
|
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: Lujo Brentano | Statement: [German historical school of economics, associatedWith, Lujo Brentano]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lujo Brentano Context triple: [German historical school of economics, associatedWith, Lujo Brentano]
-
A.
Lorenzo Brentano
Lorenzo Brentano was a 19th-century German-American politician and lawyer who served as a U.S. Representative from Illinois and was active in liberal and revolutionary movements in Germany before emigrating to the United States.
-
B.
Alexander von Branca
Alexander von Branca was a German architect known for his modernist and often monumental public buildings, including major museum and cultural projects in Munich.
-
C.
Jakob von Eltz-Rübenach
Jakob von Eltz-Rübenach was a 16th-century German nobleman and ecclesiastical prince who served as Archbishop-Elector of Trier within the Holy Roman Empire.
-
D.
Luigi Alamanni
Luigi Alamanni was a 16th-century Florentine poet, politician, and exile known for his satirical and didactic verse and his involvement in the intellectual and political life of Renaissance Italy and France.
-
E.
Traugott Herr
Traugott Herr was a German Wehrmacht general during World War II, known for commanding several army and corps-level formations on the Eastern and Italian fronts.
- 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: Lujo Brentano Triple: [German historical school of economics, associatedWith, Lujo Brentano]
Generated description
Lujo Brentano was a prominent German economist and social reformer of the late 19th and early 20th centuries, known for his role in the German historical school of economics and his influential work on labor issues and social policy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lujo Brentano Target entity description: Lujo Brentano was a prominent German economist and social reformer of the late 19th and early 20th centuries, known for his role in the German historical school of economics and his influential work on labor issues and social policy.
-
A.
Lorenzo Brentano
Lorenzo Brentano was a 19th-century German-American politician and lawyer who served as a U.S. Representative from Illinois and was active in liberal and revolutionary movements in Germany before emigrating to the United States.
-
B.
Alexander von Branca
Alexander von Branca was a German architect known for his modernist and often monumental public buildings, including major museum and cultural projects in Munich.
-
C.
Jakob von Eltz-Rübenach
Jakob von Eltz-Rübenach was a 16th-century German nobleman and ecclesiastical prince who served as Archbishop-Elector of Trier within the Holy Roman Empire.
-
D.
Luigi Alamanni
Luigi Alamanni was a 16th-century Florentine poet, politician, and exile known for his satirical and didactic verse and his involvement in the intellectual and political life of Renaissance Italy and France.
-
E.
Traugott Herr
Traugott Herr was a German Wehrmacht general during World War II, known for commanding several army and corps-level formations on the Eastern and Italian fronts.
- 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_69c6880ef37881909268a5a7299b9293 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d1da32108190882949aa329d2b60 |
completed | March 27, 2026, 6:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c70b1a0d7481908a813fa5c2e1ba6e |
completed | March 27, 2026, 10:56 p.m. |
| NEDg | Description generation | batch_69c70c82a2008190b0f5f859687a7de5 |
completed | March 27, 2026, 11:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c70d7e3d748190ace98ad9cb9c425b |
completed | March 27, 2026, 11:06 p.m. |
Created at: March 27, 2026, 2:11 p.m.