Triple
T3011485
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Principles and Methods of Industrial Peace |
E82230
|
entity |
| Predicate | relatedWork |
P37
|
FINISHED |
| Object | Wealth and Welfare |
E82229
|
NE FINISHED |
How this triple was built (2 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: Wealth and Welfare | Statement: [Principles and Methods of Industrial Peace, relatedWork, Wealth and Welfare]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wealth and Welfare Context triple: [Principles and Methods of Industrial Peace, relatedWork, Wealth and Welfare]
-
A.
Wealth and Welfare
chosen
Wealth and Welfare is a foundational economics book by Arthur Cecil Pigou that develops the theory of welfare economics and examines how government intervention can improve social well-being.
-
B.
Value and Capital
Value and Capital is a foundational economics book by John R. Hicks that rigorously develops general equilibrium and welfare theory, profoundly influencing modern microeconomic analysis.
-
C.
Liberty and Prosperity
Liberty and Prosperity is the official state motto of New Jersey, reflecting its historical emphasis on freedom and economic growth.
-
D.
The Fears of the Rich, the Needs of the Poor
The Fears of the Rich, the Needs of the Poor is a book by epidemiologist and public health leader William H. Foege that reflects on global health inequities and the moral imperative to address them.
-
E.
Economy and Society
Economy and Society is Max Weber’s foundational sociological treatise that systematically analyzes the structures of authority, bureaucracy, and the relationship between economy, law, and social order.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ad8b1eb53481908c39bbcd1ec104b2 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9a4e2c8c8190a8fed3604780826b |
completed | March 8, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b12e6410e481909753bef34e053363 |
completed | March 11, 2026, 8:57 a.m. |
Created at: March 8, 2026, 3 p.m.