Triple
T18230461
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beckhoff Automation |
E436528
|
entity |
| Predicate | hasSubsidiary |
P254
|
FINISHED |
| Object | Beckhoff Automation USA |
—
|
NE NERFINISHED |
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: Beckhoff Automation USA | Statement: [Beckhoff Automation, hasSubsidiary, Beckhoff Automation USA]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beckhoff Automation USA Context triple: [Beckhoff Automation, hasSubsidiary, Beckhoff Automation USA]
-
A.
Beckhoff Automation
chosen
Beckhoff Automation is a German industrial automation company known for pioneering PC-based control technology and developing the high-performance EtherCAT real-time Ethernet fieldbus system.
-
B.
Rockwell Automation
Rockwell Automation is a leading American industrial automation and information technology company known for providing control systems, software, and services to manufacturing and industrial clients worldwide.
-
C.
Festo SE & Co. KG
Festo SE & Co. KG is a German multinational company specializing in automation technology and industrial control solutions, particularly pneumatic and electric drive systems.
-
D.
Haas Automation
Haas Automation is an American manufacturer of industrial machine tools and equipment, best known for its CNC machining centers and lathes used in manufacturing worldwide.
-
E.
Siemens
Siemens is a major German multinational conglomerate best known for its leading roles in industrial manufacturing, energy, healthcare technology, and infrastructure solutions worldwide.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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. |
Created at: April 10, 2026, 10:33 a.m.