Triple
T10156412
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Applied Materials |
E233786
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Emerging Technologies
Emerging Technologies is a business division of Applied Materials focused on developing and commercializing next-generation materials engineering solutions for new and rapidly evolving markets.
|
E844000
|
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: Emerging Technologies | Statement: [Applied Materials, hasDivision, Emerging Technologies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emerging Technologies Context triple: [Applied Materials, hasDivision, Emerging Technologies]
-
A.
Technologies
Technologies is a business segment of General Dynamics focused on providing advanced information technology, mission systems, and digital solutions for defense, intelligence, and government customers.
-
B.
High-Tech Ventures
High-Tech Ventures is a book co-authored by Gordon Bell that offers practical guidance on building and financing high-technology startup companies.
-
C.
Innovative Field
Innovative Field is a minor league baseball stadium in Rochester, New York, best known as the longtime home of the Rochester Red Wings.
-
D.
Technology Advancement Program
The Technology Advancement Program is an environmental innovation initiative by the Port of Long Beach that funds and tests emerging technologies to reduce air emissions and improve sustainability in port operations.
-
E.
Fourth Industrial Revolution
The Fourth Industrial Revolution refers to the current era of rapid, transformative technological change—driven by advances such as artificial intelligence, robotics, the Internet of Things, and biotechnology—that is reshaping economies, industries, and societies worldwide.
- 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: Emerging Technologies Triple: [Applied Materials, hasDivision, Emerging Technologies]
Generated description
Emerging Technologies is a business division of Applied Materials focused on developing and commercializing next-generation materials engineering solutions for new and rapidly evolving markets.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Emerging Technologies Target entity description: Emerging Technologies is a business division of Applied Materials focused on developing and commercializing next-generation materials engineering solutions for new and rapidly evolving markets.
-
A.
Technologies
Technologies is a business segment of General Dynamics focused on providing advanced information technology, mission systems, and digital solutions for defense, intelligence, and government customers.
-
B.
High-Tech Ventures
High-Tech Ventures is a book co-authored by Gordon Bell that offers practical guidance on building and financing high-technology startup companies.
-
C.
Innovative Field
Innovative Field is a minor league baseball stadium in Rochester, New York, best known as the longtime home of the Rochester Red Wings.
-
D.
Technology Advancement Program
The Technology Advancement Program is an environmental innovation initiative by the Port of Long Beach that funds and tests emerging technologies to reduce air emissions and improve sustainability in port operations.
-
E.
Fourth Industrial Revolution
The Fourth Industrial Revolution refers to the current era of rapid, transformative technological change—driven by advances such as artificial intelligence, robotics, the Internet of Things, and biotechnology—that is reshaping economies, industries, and societies worldwide.
- 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_69ca848e80748190b91d1e04d35512c7 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cdec3c47dc81909679903e6024eb49 |
completed | April 2, 2026, 4:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2e65b9d4c8190b1f520ed08256372 |
completed | April 5, 2026, 10:46 p.m. |
| NEDg | Description generation | batch_69d2e82a49e08190918e85d8b8b2e5c6 |
completed | April 5, 2026, 10:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d2e8a37b388190a0d79d61573cf06d |
completed | April 5, 2026, 10:56 p.m. |
Created at: March 30, 2026, 9:09 p.m.