Triple
T7170307
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | SHI International Corp. |
E167176
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Cloud and innovation division
Cloud and Innovation Division is a business unit of SHI International Corp. focused on helping organizations modernize their IT environments through cloud technologies and innovative digital solutions.
|
E646871
|
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: Cloud and innovation division | Statement: [SHI International Corp., hasDivision, Cloud and innovation division]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cloud and innovation division Context triple: [SHI International Corp., hasDivision, Cloud and innovation division]
-
A.
Cloud services division
The Cloud services division of Samsung SDS is the business unit responsible for providing cloud computing, infrastructure, and related digital transformation solutions to enterprise customers.
-
B.
Centers of Innovation division
The Centers of Innovation division is a specialized arm of Georgia’s economic development efforts that provides industry-focused expertise, resources, and connections to help businesses innovate and grow within the state.
-
C.
digitalization and innovation division
The digitalization and innovation division is a unit within Germany’s Federal Ministry of Health responsible for advancing digital health strategies, technologies, and innovative solutions in the healthcare system.
-
D.
Directorate of Digital Innovation
The Directorate of Digital Innovation is a branch of the CIA responsible for advancing and integrating cutting-edge digital, cyber, and data capabilities into U.S. intelligence operations.
-
E.
Innovation, Hybrid and Cyber Division
The Innovation, Hybrid and Cyber Division is a NATO body responsible for driving technological innovation, strengthening resilience against hybrid threats, and enhancing the Alliance’s cyber defence capabilities.
- 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: Cloud and innovation division Triple: [SHI International Corp., hasDivision, Cloud and innovation division]
Generated description
Cloud and Innovation Division is a business unit of SHI International Corp. focused on helping organizations modernize their IT environments through cloud technologies and innovative digital solutions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cloud and innovation division Target entity description: Cloud and Innovation Division is a business unit of SHI International Corp. focused on helping organizations modernize their IT environments through cloud technologies and innovative digital solutions.
-
A.
Cloud services division
The Cloud services division of Samsung SDS is the business unit responsible for providing cloud computing, infrastructure, and related digital transformation solutions to enterprise customers.
-
B.
Centers of Innovation division
The Centers of Innovation division is a specialized arm of Georgia’s economic development efforts that provides industry-focused expertise, resources, and connections to help businesses innovate and grow within the state.
-
C.
digitalization and innovation division
The digitalization and innovation division is a unit within Germany’s Federal Ministry of Health responsible for advancing digital health strategies, technologies, and innovative solutions in the healthcare system.
-
D.
Directorate of Digital Innovation
The Directorate of Digital Innovation is a branch of the CIA responsible for advancing and integrating cutting-edge digital, cyber, and data capabilities into U.S. intelligence operations.
-
E.
Innovation, Hybrid and Cyber Division
The Innovation, Hybrid and Cyber Division is a NATO body responsible for driving technological innovation, strengthening resilience against hybrid threats, and enhancing the Alliance’s cyber defence capabilities.
- 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_69c68889a2748190a316c5e65360361a |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e85d8f208190915f6f4c05988b63 |
completed | March 27, 2026, 8:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7b910c2688190b28573c5d58542d5 |
completed | March 28, 2026, 11:18 a.m. |
| NEDg | Description generation | batch_69c7b9d4d9e081908abc7841371c291b |
completed | March 28, 2026, 11:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7ba7c7ac88190b16ba217cdc12325 |
completed | March 28, 2026, 11:24 a.m. |
Created at: March 27, 2026, 2:48 p.m.