Triple
T10829274
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thorstein Veblen |
E255573
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Imperial Germany and the Industrial Revolution
"Imperial Germany and the Industrial Revolution" is a socio-economic study by Thorstein Veblen analyzing how Germany’s late-19th-century industrialization shaped its political, military, and institutional development.
|
E886925
|
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: Imperial Germany and the Industrial Revolution | Statement: [Thorstein Veblen, notableWork, Imperial Germany and the Industrial Revolution]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Imperial Germany and the Industrial Revolution Context triple: [Thorstein Veblen, notableWork, Imperial Germany and the Industrial Revolution]
-
A.
Industrial Revolution
The Industrial Revolution was a transformative period from the late 18th to 19th centuries marked by the shift from agrarian, handcraft economies to industrial, machine-based manufacturing and rapid technological, social, and economic change.
-
B.
Przemysł II
Przemysł II was a 13th-century Piast duke who briefly reigned as King of Poland, playing a key role in attempts to reunify the fragmented Polish kingdom.
-
C.
Gründerzeit
Gründerzeit is a historicist architectural style from late 19th-century Germany and Austria, characterized by ornate facades, eclectic revival elements, and dense urban residential blocks built during rapid industrial expansion.
-
D.
Rhenish capitalism
Rhenish capitalism is a coordinated market economy model, prominent in countries like Germany, that combines free-market principles with strong social welfare systems, worker participation, and regulatory frameworks to balance economic efficiency with social equity.
-
E.
Bismarck’s social insurance laws
Bismarck’s social insurance laws were pioneering late-19th-century German welfare measures that introduced state-backed health, accident, and old-age insurance, laying the foundation for modern social security systems.
- 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: Imperial Germany and the Industrial Revolution Triple: [Thorstein Veblen, notableWork, Imperial Germany and the Industrial Revolution]
Generated description
"Imperial Germany and the Industrial Revolution" is a socio-economic study by Thorstein Veblen analyzing how Germany’s late-19th-century industrialization shaped its political, military, and institutional development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Imperial Germany and the Industrial Revolution Target entity description: "Imperial Germany and the Industrial Revolution" is a socio-economic study by Thorstein Veblen analyzing how Germany’s late-19th-century industrialization shaped its political, military, and institutional development.
-
A.
Industrial Revolution
The Industrial Revolution was a transformative period from the late 18th to 19th centuries marked by the shift from agrarian, handcraft economies to industrial, machine-based manufacturing and rapid technological, social, and economic change.
-
B.
Przemysł II
Przemysł II was a 13th-century Piast duke who briefly reigned as King of Poland, playing a key role in attempts to reunify the fragmented Polish kingdom.
-
C.
Gründerzeit
Gründerzeit is a historicist architectural style from late 19th-century Germany and Austria, characterized by ornate facades, eclectic revival elements, and dense urban residential blocks built during rapid industrial expansion.
-
D.
Rhenish capitalism
Rhenish capitalism is a coordinated market economy model, prominent in countries like Germany, that combines free-market principles with strong social welfare systems, worker participation, and regulatory frameworks to balance economic efficiency with social equity.
-
E.
Bismarck’s social insurance laws
Bismarck’s social insurance laws were pioneering late-19th-century German welfare measures that introduced state-backed health, accident, and old-age insurance, laying the foundation for modern social security systems.
- 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_69d6aa8081448190a9324184f2bd1c26 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d74420fa188190b5b3c59e1a9f551d |
completed | April 9, 2026, 6:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de85a068b08190948c3ca32cdda147 |
completed | April 14, 2026, 6:21 p.m. |
| NEDg | Description generation | batch_69de8956d9f081909d076c5e413c1f74 |
completed | April 14, 2026, 6:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69de8e80fe80819088ac76bb5abc58f0 |
completed | April 14, 2026, 6:59 p.m. |
Created at: April 8, 2026, 9:19 p.m.