Triple
T2645111
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | scientific management |
E62964
|
entity |
| Predicate | historicalContext |
P36
|
FINISHED |
| Object | Second Industrial Revolution |
E10487
|
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: Second Industrial Revolution | Statement: [scientific management, historicalContext, Second Industrial Revolution]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Second Industrial Revolution Context triple: [scientific management, historicalContext, Second Industrial Revolution]
-
A.
Second Industrial Revolution
chosen
The Second Industrial Revolution was a late 19th- to early 20th-century wave of rapid industrialization marked by advances in steel production, electricity, chemicals, and mass production techniques that transformed economies and societies worldwide.
-
B.
Third Industrial Revolution
The Third Industrial Revolution refers to the late 20th-century shift toward digital technologies, electronics, and information systems that transformed manufacturing, communication, and global economies.
-
C.
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.
-
D.
Fourth Industrial Revolution
The Fourth Industrial Revolution refers to the current era of rapid, transformative technological change—driven by advances such as artificial intelligence, robotics, the Internet of Things, and biotechnology—that is reshaping economies, industries, and societies worldwide.
-
E.
Belle Époque
The Belle Époque was a period of relative peace, prosperity, and flourishing arts and culture in Europe, especially France, spanning roughly from the late 19th century until World War I.
- 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_69ab4c3f2dcc819082df80f5e032f690 |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abd917192081908e7a2cf780a17b83 |
completed | March 7, 2026, 7:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af98c50d108190b716dd51c34d3759 |
completed | March 10, 2026, 4:06 a.m. |
Created at: March 6, 2026, 9:53 p.m.