Triple
T8838831
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Universiti Kebangsaan Malaysia |
E210333
|
entity |
| Predicate | hasResearchInstitute |
P186
|
FINISHED |
| Object |
Fuel Cell Institute
Fuel Cell Institute is a research center at Universiti Kebangsaan Malaysia focused on the development and advancement of fuel cell and related clean energy technologies.
|
E761419
|
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: Fuel Cell Institute | Statement: [Universiti Kebangsaan Malaysia, hasResearchInstitute, Fuel Cell Institute]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fuel Cell Institute Context triple: [Universiti Kebangsaan Malaysia, hasResearchInstitute, Fuel Cell Institute]
-
A.
Institute of Energy
The Institute of Energy is a specialized faculty of Saint Petersburg Polytechnic Institute focused on education and research in power engineering and energy technologies.
-
B.
Battelle Energy Alliance
Battelle Energy Alliance is a private consortium that operates and manages the U.S. Department of Energy’s Idaho National Laboratory, focusing on nuclear energy research and related advanced technologies.
-
C.
National Energy Technology Laboratory
The National Energy Technology Laboratory is a U.S. Department of Energy research facility focused on advancing fossil energy technologies, carbon management, and energy systems innovation.
-
D.
Institute for Integrated Energy Systems
The Institute for Integrated Energy Systems is a research center at the University of Victoria focused on advancing sustainable, low-carbon energy technologies and systems integration.
-
E.
Maryland Energy Innovation Institute
The Maryland Energy Innovation Institute is a research center focused on advancing energy science, technology, and policy to support clean, sustainable, and economically viable energy solutions.
- 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: Fuel Cell Institute Triple: [Universiti Kebangsaan Malaysia, hasResearchInstitute, Fuel Cell Institute]
Generated description
Fuel Cell Institute is a research center at Universiti Kebangsaan Malaysia focused on the development and advancement of fuel cell and related clean energy technologies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fuel Cell Institute Target entity description: Fuel Cell Institute is a research center at Universiti Kebangsaan Malaysia focused on the development and advancement of fuel cell and related clean energy technologies.
-
A.
Institute of Energy
The Institute of Energy is a specialized faculty of Saint Petersburg Polytechnic Institute focused on education and research in power engineering and energy technologies.
-
B.
Battelle Energy Alliance
Battelle Energy Alliance is a private consortium that operates and manages the U.S. Department of Energy’s Idaho National Laboratory, focusing on nuclear energy research and related advanced technologies.
-
C.
National Energy Technology Laboratory
The National Energy Technology Laboratory is a U.S. Department of Energy research facility focused on advancing fossil energy technologies, carbon management, and energy systems innovation.
-
D.
Institute for Integrated Energy Systems
The Institute for Integrated Energy Systems is a research center at the University of Victoria focused on advancing sustainable, low-carbon energy technologies and systems integration.
-
E.
Maryland Energy Innovation Institute
The Maryland Energy Innovation Institute is a research center focused on advancing energy science, technology, and policy to support clean, sustainable, and economically viable energy solutions.
- 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_69ca8388549c819095fd94eadefbb007 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc606c60ac8190b2b6bd7f042c02f8 |
completed | April 1, 2026, 12:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf89933e8c81909672bcec70f7d5ce |
completed | April 3, 2026, 9:34 a.m. |
| NEDg | Description generation | batch_69cf8bb6d7dc8190a91864130513fa4e |
completed | April 3, 2026, 9:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf8ca3e2788190a33fb28132944759 |
completed | April 3, 2026, 9:47 a.m. |
Created at: March 30, 2026, 6:48 p.m.