Triple
T9757719
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fraunhofer Institute for Manufacturing Engineering and Automation IPA |
E236593
|
entity |
| Predicate | fieldOfWork |
P3
|
FINISHED |
| Object | Industry 4.0 |
E18635
|
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: Industry 4.0 | Statement: [Fraunhofer Institute for Manufacturing Engineering and Automation IPA, fieldOfWork, Industry 4.0]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Industry 4.0 Context triple: [Fraunhofer Institute for Manufacturing Engineering and Automation IPA, fieldOfWork, Industry 4.0]
-
A.
Fourth Industrial Revolution
chosen
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.
-
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.
Internet of Things
The Internet of Things is a network of physical devices embedded with sensors, software, and connectivity that allows them to collect and exchange data autonomously.
-
D.
The Technological System
The Technological System is a seminal work by French philosopher and sociologist Jacques Ellul that analyzes how modern technology forms an autonomous, all-encompassing system shaping society, politics, and human behavior.
-
E.
MindSphere
MindSphere is Siemens' cloud-based industrial Internet of Things (IIoT) platform for connecting, monitoring, and analyzing data from industrial equipment and systems.
- 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_69ca84d64f6c8190a4ed4e9f5936eda5 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cda046a4048190a2c66321a9911817 |
completed | April 1, 2026, 10:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1b035c32c8190ad65f3d57d53a317 |
completed | April 5, 2026, 12:43 a.m. |
Created at: March 30, 2026, 8:24 p.m.