Triple
T2817408
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mubadala Investment Company |
E54320
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Technology, Manufacturing and Mining
Technology, Manufacturing and Mining is a sector-focused division of Mubadala Investment Company that manages and develops the firm’s global investments in advanced industries, industrial production, and resource extraction.
|
E300871
|
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: Technology, Manufacturing and Mining | Statement: [Mubadala Investment Company, hasDivision, Technology, Manufacturing and Mining]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Technology, Manufacturing and Mining Context triple: [Mubadala Investment Company, hasDivision, Technology, Manufacturing and Mining]
-
A.
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.
-
B.
Industry and Trade
"Industry and Trade" is a major economic treatise by Alfred Marshall that analyzes the organization, development, and dynamics of industrial and commercial activity in modern economies.
-
C.
Industry and Technology division
The Industry and Technology division is an academic unit at College of the Sequoias that offers career-focused and technical education programs preparing students for skilled trades and industrial careers.
-
D.
Industrial Scientific
Industrial Scientific is a company specializing in gas detection and workplace safety technologies for industrial environments.
-
E.
Real Estate, Energy and Natural Resources
Real Estate, Energy and Natural Resources is a business division of Weyerhaeuser Company that focuses on managing and developing the company’s land, energy, and natural resource assets.
- 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: Technology, Manufacturing and Mining Triple: [Mubadala Investment Company, hasDivision, Technology, Manufacturing and Mining]
Generated description
Technology, Manufacturing and Mining is a sector-focused division of Mubadala Investment Company that manages and develops the firm’s global investments in advanced industries, industrial production, and resource extraction.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Technology, Manufacturing and Mining Target entity description: Technology, Manufacturing and Mining is a sector-focused division of Mubadala Investment Company that manages and develops the firm’s global investments in advanced industries, industrial production, and resource extraction.
-
A.
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.
-
B.
Industry and Trade
"Industry and Trade" is a major economic treatise by Alfred Marshall that analyzes the organization, development, and dynamics of industrial and commercial activity in modern economies.
-
C.
Industry and Technology division
The Industry and Technology division is an academic unit at College of the Sequoias that offers career-focused and technical education programs preparing students for skilled trades and industrial careers.
-
D.
Industrial Scientific
Industrial Scientific is a company specializing in gas detection and workplace safety technologies for industrial environments.
-
E.
Real Estate, Energy and Natural Resources
Real Estate, Energy and Natural Resources is a business division of Weyerhaeuser Company that focuses on managing and developing the company’s land, energy, and natural resource assets.
- 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_69ab49de0af08190b3da69683be1e728 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abde500d3c8190b435a20a0f9d3b9d |
completed | March 7, 2026, 8:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afcea2386481908e062280eb5b07db |
completed | March 10, 2026, 7:56 a.m. |
| NEDg | Description generation | batch_69afcf12e3a0819098f28d31434a0c5f |
completed | March 10, 2026, 7:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afcf9c2d308190b111aa8038c9227a |
completed | March 10, 2026, 8 a.m. |
Created at: March 6, 2026, 9:59 p.m.