Triple
T22421598
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nikon Corporation |
E554260
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Digital Manufacturing Business
Digital Manufacturing Business is a Nikon Corporation division focused on advanced digital production solutions such as industrial metrology, precision equipment, and related manufacturing technologies.
|
E1536577
|
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: Digital Manufacturing Business | Statement: [Nikon Corporation, hasDivision, Digital Manufacturing Business]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Digital Manufacturing Business Context triple: [Nikon Corporation, hasDivision, Digital Manufacturing Business]
-
A.
Explore Manufacturing
Explore Manufacturing is an offsite construction and manufacturing business that produces prefabricated building components, supporting Laing O’Rourke’s modern methods of construction.
-
B.
Industrial Dynamics
Industrial Dynamics is a foundational book by Jay Forrester that established the field of system dynamics by analyzing how feedback processes drive behavior in industrial and economic systems.
-
C.
Engineering and Manufacturing
Engineering and Manufacturing is an academic division focused on preparing students for technical and industrial careers in fields such as engineering technologies, advanced manufacturing, and related applied sciences.
-
D.
Electronics Manufacturing Clusters
Electronics Manufacturing Clusters are specialized industrial zones in India designed to promote and support large-scale electronics production through shared infrastructure, incentives, and ecosystem development.
-
E.
Industrial Technology Advisors
Industrial Technology Advisors are specialized professionals who provide technical and business guidance to companies seeking innovation support through Canada’s Industrial Research Assistance Program.
- 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: Digital Manufacturing Business Triple: [Nikon Corporation, hasDivision, Digital Manufacturing Business]
Generated description
Digital Manufacturing Business is a Nikon Corporation division focused on advanced digital production solutions such as industrial metrology, precision equipment, and related manufacturing technologies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Digital Manufacturing Business Target entity description: Digital Manufacturing Business is a Nikon Corporation division focused on advanced digital production solutions such as industrial metrology, precision equipment, and related manufacturing technologies.
-
A.
Explore Manufacturing
Explore Manufacturing is an offsite construction and manufacturing business that produces prefabricated building components, supporting Laing O’Rourke’s modern methods of construction.
-
B.
Industrial Dynamics
Industrial Dynamics is a foundational book by Jay Forrester that established the field of system dynamics by analyzing how feedback processes drive behavior in industrial and economic systems.
-
C.
Engineering and Manufacturing
Engineering and Manufacturing is an academic division focused on preparing students for technical and industrial careers in fields such as engineering technologies, advanced manufacturing, and related applied sciences.
-
D.
Electronics Manufacturing Clusters
Electronics Manufacturing Clusters are specialized industrial zones in India designed to promote and support large-scale electronics production through shared infrastructure, incentives, and ecosystem development.
-
E.
Industrial Technology Advisors
Industrial Technology Advisors are specialized professionals who provide technical and business guidance to companies seeking innovation support through Canada’s Industrial Research Assistance Program.
- 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_69e11e4f2d0c819091aa3558ea2ee630 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f1594b08d88190bb61a30397d0ffa5 |
completed | April 29, 2026, 1:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0af0ee77208190b037b3baea224767 |
completed | May 18, 2026, 10:58 a.m. |
| NEDg | Description generation | batch_6a0b08d42f148190a6dafbd6ef40727a |
completed | May 18, 2026, 12:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b09afe1948190bf7bd09e637e9089 |
completed | May 18, 2026, 12:44 p.m. |
Created at: April 16, 2026, 8:46 p.m.