Triple
T4384970
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sercos III |
E99219
|
entity |
| Predicate | developedBy |
P73
|
FINISHED |
| Object |
Sercos International
Sercos International is an industry consortium that develops and maintains the Sercos real-time communication standards for industrial automation.
|
E439462
|
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: Sercos International | Statement: [Sercos III, developedBy, Sercos International]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sercos International Context triple: [Sercos III, developedBy, Sercos International]
-
A.
Sercos I
Sercos I is the original generation of the Sercos (Serial Real-time Communication System) industrial communication standard used for high-speed, real-time motion control in automation systems.
-
B.
Sercos III
Sercos III is a real-time industrial Ethernet communication standard widely used for high-performance motion control and automation systems.
-
C.
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.
-
D.
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.
-
E.
Setra Systems
Setra Systems is a manufacturer of high-precision sensing and measurement instruments, particularly known for its pressure and environmental sensors used in industrial, HVAC, and critical environment applications.
- 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: Sercos International Triple: [Sercos III, developedBy, Sercos International]
Generated description
Sercos International is an industry consortium that develops and maintains the Sercos real-time communication standards for industrial automation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sercos International Target entity description: Sercos International is an industry consortium that develops and maintains the Sercos real-time communication standards for industrial automation.
-
A.
Sercos I
Sercos I is the original generation of the Sercos (Serial Real-time Communication System) industrial communication standard used for high-speed, real-time motion control in automation systems.
-
B.
Sercos III
Sercos III is a real-time industrial Ethernet communication standard widely used for high-performance motion control and automation systems.
-
C.
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.
-
D.
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.
-
E.
Setra Systems
Setra Systems is a manufacturer of high-precision sensing and measurement instruments, particularly known for its pressure and environmental sensors used in industrial, HVAC, and critical environment applications.
- 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_69b3454f739481909ff6c28331f0c0b9 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35264e44c81908dd0e0a81f1353bb |
completed | March 12, 2026, 11:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6135919d08190abab3858ff01bf11 |
completed | March 15, 2026, 2:03 a.m. |
| NEDg | Description generation | batch_69b614371b2081909fabb88f2993dd29 |
completed | March 15, 2026, 2:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b6155a57c08190bbf2e88f95cede16 |
completed | March 15, 2026, 2:11 a.m. |
Created at: March 12, 2026, 11:19 p.m.