Triple
T18230451
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beckhoff Automation |
E436528
|
entity |
| Predicate | fieldbus |
P30865
|
FINISHED |
| Object | EtherCAT |
—
|
NE NERFINISHED |
How this triple was built (3 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: EtherCAT | Statement: [Beckhoff Automation, fieldbus, EtherCAT]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: EtherCAT Context triple: [Beckhoff Automation, fieldbus, EtherCAT]
-
A.
EtherCAT
chosen
EtherCAT is a high-performance industrial Ethernet protocol designed for real-time control in automation systems.
-
B.
EtherCAT Technology Group
EtherCAT Technology Group is an international consortium that develops, maintains, and promotes the EtherCAT industrial Ethernet standard and its related communication profiles.
-
C.
FSoE (FailSafe over EtherCAT)
FSoE (FailSafe over EtherCAT) is a safety communication protocol that enables the transmission of fail-safe control data over standard EtherCAT networks in compliance with functional safety standards.
-
D.
CoE (CAN application protocol over EtherCAT)
CoE (CAN application protocol over EtherCAT) is a communication profile that encapsulates CANopen services and objects for use over EtherCAT networks, enabling standardized device configuration and data exchange.
-
E.
EtherNet/IP
EtherNet/IP is an industrial Ethernet network protocol widely used for real-time control and data exchange in automation systems, based on the Common Industrial Protocol (CIP).
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: fieldbus Context triple: [Beckhoff Automation, fieldbus, EtherCAT]
-
A.
feederSystem
Indicates a system or mechanism that supplies or feeds resources, materials, or inputs into another process, component, or structure.
-
B.
fieldAdvanced
Indicates that a particular field or attribute has progressed beyond a basic or standard level, reflecting a more complex, specialized, or developed state.
-
C.
flowControl
Indicates a relationship where one entity regulates, directs, or manages the rate or sequence of another entity’s operations or movement.
-
D.
controlLink
Indicates a relationship where one entity exerts control, influence, or governing authority over another entity or process.
-
E.
dataBusType
chosen
Indicates the type or category of data bus used to transfer data between components or systems.
- F. None of above.
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_69d8b9103a8081908bbb0836fef10efd |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4f4b284a8819088456c2af5fa1de5 |
completed | April 19, 2026, 3:28 p.m. |
| PD | Predicate disambiguation | batch_69e4332336cc8190808b9c70c888ba65 |
completed | April 19, 2026, 1:42 a.m. |
Created at: April 10, 2026, 10:33 a.m.