Triple
T10209278
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | SINUMERIK |
E242283
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object |
Siemens SIMATIC PLCs
Siemens SIMATIC PLCs are industrial programmable logic controllers widely used for automation and control tasks in manufacturing and process industries.
|
E849523
|
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: Siemens SIMATIC PLCs | Statement: [SINUMERIK, integratesWith, Siemens SIMATIC PLCs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Siemens SIMATIC PLCs Context triple: [SINUMERIK, integratesWith, Siemens SIMATIC PLCs]
-
A.
Siemens S200
The Siemens S200 is a modern low-floor light rail vehicle used in North American transit systems, including Calgary’s CTrain, known for its improved accessibility, energy efficiency, and passenger comfort.
-
B.
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.
-
C.
Siemens S70
The Siemens S70 is a modern low-floor light rail vehicle widely used in North American urban transit systems.
-
D.
Siemens Avanto
Siemens Avanto is a family of light rail and tram-train vehicles developed by Siemens for urban and regional public transport systems.
-
E.
PROFIBUS and PROFINET International
PROFIBUS and PROFINET International is a global industrial automation organization that develops, standardizes, and promotes the PROFIBUS and PROFINET communication technologies used in factory and process automation.
- 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: Siemens SIMATIC PLCs Triple: [SINUMERIK, integratesWith, Siemens SIMATIC PLCs]
Generated description
Siemens SIMATIC PLCs are industrial programmable logic controllers widely used for automation and control tasks in manufacturing and process industries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Siemens SIMATIC PLCs Target entity description: Siemens SIMATIC PLCs are industrial programmable logic controllers widely used for automation and control tasks in manufacturing and process industries.
-
A.
Siemens S200
The Siemens S200 is a modern low-floor light rail vehicle used in North American transit systems, including Calgary’s CTrain, known for its improved accessibility, energy efficiency, and passenger comfort.
-
B.
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.
-
C.
Siemens S70
The Siemens S70 is a modern low-floor light rail vehicle widely used in North American urban transit systems.
-
D.
Siemens Avanto
Siemens Avanto is a family of light rail and tram-train vehicles developed by Siemens for urban and regional public transport systems.
-
E.
PROFIBUS and PROFINET International
PROFIBUS and PROFINET International is a global industrial automation organization that develops, standardizes, and promotes the PROFIBUS and PROFINET communication technologies used in factory and process automation.
- F. None of above. chosen
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_69d381ae26c48190985abd0e25ee5d04 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d395fa86cc8190b4f115b5a0f99772 |
completed | April 6, 2026, 11:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d652cca9c081909f705365c70db009 |
completed | April 8, 2026, 1:06 p.m. |
| NEDg | Description generation | batch_69d654ddaed88190bcd7f1a2ee9dd462 |
completed | April 8, 2026, 1:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d655338cc08190ba00163f0afa4c3b |
completed | April 8, 2026, 1:16 p.m. |
Created at: April 6, 2026, 10:59 a.m.