Triple
T20188621
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Schumacher |
E492925
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Hermann Josef Schumacher
Hermann Josef Schumacher was a German economist and statistician known for his contributions to economic theory and social statistics in the late 19th and early 20th centuries.
|
E1417926
|
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: Hermann Josef Schumacher | Statement: [Schumacher, hasNotableBearer, Hermann Josef Schumacher]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hermann Josef Schumacher Context triple: [Schumacher, hasNotableBearer, Hermann Josef Schumacher]
-
A.
E. F. Schumacher
E. F. Schumacher was a German-British economist and philosopher best known for his influential book "Small Is Beautiful," which advocated for human-scale, sustainable economics and appropriate technology.
-
B.
Wilhelm Röpke
Wilhelm Röpke was a German economist and social philosopher known as a key architect of ordoliberalism and the postwar German social market economy.
-
C.
Friedrich Karl Dörner
Friedrich Karl Dörner was a German classical archaeologist and epigrapher renowned for his pioneering research on the Kingdom of Commagene and its monumental sites in southeastern Turkey.
-
D.
Walter Eucken
Walter Eucken was a German economist and leading figure of the Freiburg School whose ideas laid the intellectual foundation for the postwar German social market economy.
-
E.
Herbert Hirschmann
Herbert Hirschmann is an individual notable enough to be recognized as a prominent bearer of the surname Hirschmann.
- 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: Hermann Josef Schumacher Triple: [Schumacher, hasNotableBearer, Hermann Josef Schumacher]
Generated description
Hermann Josef Schumacher was a German economist and statistician known for his contributions to economic theory and social statistics in the late 19th and early 20th centuries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hermann Josef Schumacher Target entity description: Hermann Josef Schumacher was a German economist and statistician known for his contributions to economic theory and social statistics in the late 19th and early 20th centuries.
-
A.
E. F. Schumacher
E. F. Schumacher was a German-British economist and philosopher best known for his influential book "Small Is Beautiful," which advocated for human-scale, sustainable economics and appropriate technology.
-
B.
Wilhelm Röpke
Wilhelm Röpke was a German economist and social philosopher known as a key architect of ordoliberalism and the postwar German social market economy.
-
C.
Friedrich Karl Dörner
Friedrich Karl Dörner was a German classical archaeologist and epigrapher renowned for his pioneering research on the Kingdom of Commagene and its monumental sites in southeastern Turkey.
-
D.
Walter Eucken
Walter Eucken was a German economist and leading figure of the Freiburg School whose ideas laid the intellectual foundation for the postwar German social market economy.
-
E.
Herbert Hirschmann
Herbert Hirschmann is an individual notable enough to be recognized as a prominent bearer of the surname Hirschmann.
- 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_69da6268a034819081cbd9ea5a1c9475 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e66ad404508190981cfb7cab18d8d3 |
completed | April 20, 2026, 6:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0843e2df688190b04d3f3b443ea874 |
completed | May 16, 2026, 10:16 a.m. |
| NEDg | Description generation | batch_6a08458bdd70819088c517835ac1ca07 |
completed | May 16, 2026, 10:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08463d181c81909638fb6153b45da1 |
completed | May 16, 2026, 10:26 a.m. |
Created at: April 11, 2026, 11:37 p.m.