Triple
T20860119
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Federal ministries of Malaysia |
E513592
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Ministry of Science, Technology and Innovation (Malaysia)
The Ministry of Science, Technology and Innovation (Malaysia) is a federal government ministry responsible for formulating and implementing national policies on scientific research, technological development, and innovation to drive the country’s socio-economic progress.
|
E1454608
|
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: Ministry of Science, Technology and Innovation (Malaysia) | Statement: [Federal ministries of Malaysia, hasPart, Ministry of Science, Technology and Innovation (Malaysia)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ministry of Science, Technology and Innovation (Malaysia) Context triple: [Federal ministries of Malaysia, hasPart, Ministry of Science, Technology and Innovation (Malaysia)]
-
A.
Ministry of Technology, Communication and Innovation
The Ministry of Technology, Communication and Innovation is a Mauritian government ministry responsible for national policies and initiatives in information and communication technologies, digital transformation, and innovation.
-
B.
Ministry of Science and Technology of Myanmar
The Ministry of Science and Technology of Myanmar is a government body responsible for formulating and overseeing national policies and institutions related to science, technology, and higher technical education in Myanmar.
-
C.
Ministry of Technology
The Ministry of Technology was a UK government department responsible for promoting technological innovation and coordinating industrial and scientific policy during the 1960s.
-
D.
Ministry of Science and Technology, Pakistan
The Ministry of Science and Technology, Pakistan is a federal government body responsible for formulating and implementing national policies, programs, and research initiatives in science, technology, and innovation across the country.
-
E.
Ministry of Science, Technology and Innovation (Brazil)
The Ministry of Science, Technology and Innovation (Brazil) is a federal government body responsible for formulating and implementing national policies in scientific research, technological development, and innovation.
- 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: Ministry of Science, Technology and Innovation (Malaysia) Triple: [Federal ministries of Malaysia, hasPart, Ministry of Science, Technology and Innovation (Malaysia)]
Generated description
The Ministry of Science, Technology and Innovation (Malaysia) is a federal government ministry responsible for formulating and implementing national policies on scientific research, technological development, and innovation to drive the country’s socio-economic progress.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ministry of Science, Technology and Innovation (Malaysia) Target entity description: The Ministry of Science, Technology and Innovation (Malaysia) is a federal government ministry responsible for formulating and implementing national policies on scientific research, technological development, and innovation to drive the country’s socio-economic progress.
-
A.
Ministry of Technology, Communication and Innovation
The Ministry of Technology, Communication and Innovation is a Mauritian government ministry responsible for national policies and initiatives in information and communication technologies, digital transformation, and innovation.
-
B.
Ministry of Science and Technology of Myanmar
The Ministry of Science and Technology of Myanmar is a government body responsible for formulating and overseeing national policies and institutions related to science, technology, and higher technical education in Myanmar.
-
C.
Ministry of Technology
The Ministry of Technology was a UK government department responsible for promoting technological innovation and coordinating industrial and scientific policy during the 1960s.
-
D.
Ministry of Science and Technology, Pakistan
The Ministry of Science and Technology, Pakistan is a federal government body responsible for formulating and implementing national policies, programs, and research initiatives in science, technology, and innovation across the country.
-
E.
Ministry of Science, Technology and Innovation (Brazil)
The Ministry of Science, Technology and Innovation (Brazil) is a federal government body responsible for formulating and implementing national policies in scientific research, technological development, and innovation.
- 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_69e0b4f5b01081909452f654d2fc3f50 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c3aba3d0819093431f38f0095a71 |
completed | April 21, 2026, 12:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a090b0d847481908e4108d8bff97655 |
completed | May 17, 2026, 12:25 a.m. |
| NEDg | Description generation | batch_6a090ba60a848190a451883326a0c198 |
completed | May 17, 2026, 12:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a090fd62538819095c04324d3714371 |
completed | May 17, 2026, 12:46 a.m. |
Created at: April 16, 2026, 12:44 p.m.