Triple
T3267324
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Samsung C&T |
E68557
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Engineering & Construction Group
Engineering & Construction Group is the global engineering and construction division of Samsung C&T, responsible for large-scale infrastructure, building, and industrial projects.
|
E341342
|
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: Engineering & Construction Group | Statement: [Samsung C&T, hasDivision, Engineering & Construction Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Engineering & Construction Group Context triple: [Samsung C&T, hasDivision, Engineering & Construction Group]
-
A.
Engineering Group
The Engineering Group is a specialist division of the Geological Society of London that focuses on the application of geological science to engineering, construction, and infrastructure projects.
-
B.
Directorate of Construction
The Directorate of Construction is the division of the U.S. Occupational Safety and Health Administration responsible for developing and enforcing safety and health standards in the construction industry.
-
C.
Building Systems Group
Building Systems Group is a Mitsubishi Electric business division specializing in building-related technologies and solutions such as elevators, escalators, and building management systems.
-
D.
División de Ingeniería
La División de Ingeniería es una gran unidad especializada del Ejército de Chile encargada de las operaciones de ingeniería militar, incluyendo construcción, fortificación, apoyo a la movilidad y tareas de apoyo en emergencias.
-
E.
Jacobs Engineering Group
Jacobs Engineering Group is a global professional services firm specializing in engineering, design, and construction management across infrastructure, aerospace, environmental, and industrial sectors.
- 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: Engineering & Construction Group Triple: [Samsung C&T, hasDivision, Engineering & Construction Group]
Generated description
Engineering & Construction Group is the global engineering and construction division of Samsung C&T, responsible for large-scale infrastructure, building, and industrial projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Engineering & Construction Group Target entity description: Engineering & Construction Group is the global engineering and construction division of Samsung C&T, responsible for large-scale infrastructure, building, and industrial projects.
-
A.
Engineering Group
The Engineering Group is a specialist division of the Geological Society of London that focuses on the application of geological science to engineering, construction, and infrastructure projects.
-
B.
Directorate of Construction
The Directorate of Construction is the division of the U.S. Occupational Safety and Health Administration responsible for developing and enforcing safety and health standards in the construction industry.
-
C.
Building Systems Group
Building Systems Group is a Mitsubishi Electric business division specializing in building-related technologies and solutions such as elevators, escalators, and building management systems.
-
D.
División de Ingeniería
La División de Ingeniería es una gran unidad especializada del Ejército de Chile encargada de las operaciones de ingeniería militar, incluyendo construcción, fortificación, apoyo a la movilidad y tareas de apoyo en emergencias.
-
E.
Jacobs Engineering Group
Jacobs Engineering Group is a global professional services firm specializing in engineering, design, and construction management across infrastructure, aerospace, environmental, and industrial sectors.
- 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_69ad8590444081909e8107a8aeef3a23 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adafce46dc8190a157e4f5012baed5 |
completed | March 8, 2026, 5:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b28ef261ec819091c62620765e2cef |
completed | March 12, 2026, 10:01 a.m. |
| NEDg | Description generation | batch_69b28f9efe408190bcb1e16931b2fe62 |
completed | March 12, 2026, 10:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2a8b873b081909bbb5de329e45169 |
completed | March 12, 2026, 11:51 a.m. |
Created at: March 8, 2026, 3:09 p.m.