Triple
T8095208
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stuttgart region |
E188965
|
entity |
| Predicate | hasMajorCompanyHeadquarters |
P588
|
FINISHED |
| Object |
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.
|
E709003
|
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: Festo SE & Co. KG | Statement: [Stuttgart region, hasMajorCompanyHeadquarters, Festo SE & Co. KG]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Festo SE & Co. KG Context triple: [Stuttgart region, hasMajorCompanyHeadquarters, Festo SE & Co. KG]
-
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.
KUKA
KUKA is a German industrial robotics and automation company known for its advanced robotic arms used in manufacturing and entertainment applications.
-
C.
Siemens
Siemens is a major German multinational conglomerate best known for its leading roles in industrial manufacturing, energy, healthcare technology, and infrastructure solutions worldwide.
-
D.
Fraunhofer Institute for Manufacturing Engineering and Automation IPA
The Fraunhofer Institute for Manufacturing Engineering and Automation IPA is a German applied research institute specializing in advanced manufacturing, automation, and production technologies within the Fraunhofer Society network.
-
E.
S7 Group
S7 Group is a Russian aviation holding company best known for owning and operating S7 Airlines and related air transport businesses.
- 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: Festo SE & Co. KG Triple: [Stuttgart region, hasMajorCompanyHeadquarters, Festo SE & Co. KG]
Generated description
Festo SE & Co. KG is a German multinational company specializing in automation technology and industrial control solutions, particularly pneumatic and electric drive systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Festo SE & Co. KG Target entity description: Festo SE & Co. KG is a German multinational company specializing in automation technology and industrial control solutions, particularly pneumatic and electric drive systems.
-
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.
KUKA
KUKA is a German industrial robotics and automation company known for its advanced robotic arms used in manufacturing and entertainment applications.
-
C.
Siemens
Siemens is a major German multinational conglomerate best known for its leading roles in industrial manufacturing, energy, healthcare technology, and infrastructure solutions worldwide.
-
D.
Fraunhofer Institute for Manufacturing Engineering and Automation IPA
The Fraunhofer Institute for Manufacturing Engineering and Automation IPA is a German applied research institute specializing in advanced manufacturing, automation, and production technologies within the Fraunhofer Society network.
-
E.
S7 Group
S7 Group is a Russian aviation holding company best known for owning and operating S7 Airlines and related air transport businesses.
- 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_69ca82b7b3e88190b9041ab0ef28b3cb |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb4291f1d4819098985ac2b20b6c75 |
completed | March 31, 2026, 3:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc6414ca048190ac0e644b2c399bfb |
completed | April 1, 2026, 12:17 a.m. |
| NEDg | Description generation | batch_69cc651eecf481909bf0ea90001c83f3 |
completed | April 1, 2026, 12:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc664d69a08190b92e34a0e1de48a7 |
completed | April 1, 2026, 12:26 a.m. |
Created at: March 30, 2026, 5:30 p.m.