Triple
T18230463
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beckhoff Automation |
E436528
|
entity |
| Predicate | hasSubsidiary |
P254
|
FINISHED |
| Object |
Beckhoff Automation India
Beckhoff Automation India is the Indian subsidiary of German industrial automation specialist Beckhoff, providing PC-based control, automation solutions, and support services to customers across India.
|
E436528
|
NE FINISHED |
How this triple was built (4 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 India | Statement: [Beckhoff Automation, hasSubsidiary, Beckhoff Automation India]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beckhoff Automation India Context triple: [Beckhoff Automation, hasSubsidiary, Beckhoff Automation India]
-
A.
Beckhoff Automation
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.
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.
-
C.
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.
-
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 Avanto
Siemens Avanto is a family of light rail and tram-train vehicles developed by Siemens for urban and regional public transport systems.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Beckhoff Automation India Triple: [Beckhoff Automation, hasSubsidiary, Beckhoff Automation India]
Generated description
Beckhoff Automation India is the Indian subsidiary of German industrial automation specialist Beckhoff, providing PC-based control, automation solutions, and support services to customers across India.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beckhoff Automation India Target entity description: Beckhoff Automation India is the Indian subsidiary of German industrial automation specialist Beckhoff, providing PC-based control, automation solutions, and support services to customers across India.
-
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.
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.
-
C.
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.
-
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 Avanto
Siemens Avanto is a family of light rail and tram-train vehicles developed by Siemens for urban and regional public transport systems.
- F. None of above.
Provenance (5 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. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03bb4903208190bbee975c3bb6cd01 |
completed | May 12, 2026, 11:44 p.m. |
| NEDg | Description generation | batch_6a03bc51f080819083f4b0fa5362659e |
completed | May 12, 2026, 11:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03bcbb24608190b383cf0f985735b0 |
completed | May 12, 2026, 11:50 p.m. |
Created at: April 10, 2026, 10:33 a.m.