Triple
T8147398
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sahiwal Campus |
E190247
|
entity |
| Predicate | hasAffiliation |
P467
|
FINISHED |
| Object |
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.
|
E712385
|
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 and Technology, Pakistan | Statement: [Sahiwal Campus, hasAffiliation, Ministry of Science and Technology, Pakistan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ministry of Science and Technology, Pakistan Context triple: [Sahiwal Campus, hasAffiliation, Ministry of Science and Technology, Pakistan]
-
A.
Pakistan Academy of Sciences
The Pakistan Academy of Sciences is a premier national learned society that promotes scientific research, recognizes outstanding scientists, and advises the government on science and technology policy in Pakistan.
-
B.
Ministry of Science and Technology (India)
The Ministry of Science and Technology (India) is the central government body responsible for formulating and implementing national policies, programs, and research initiatives in science, technology, and innovation across the country.
-
C.
Higher Education Commission of Pakistan
The Higher Education Commission of Pakistan is the government body responsible for regulating, funding, and overseeing universities and higher education standards across Pakistan.
-
D.
Pakistan Space and Upper Atmosphere Research Commission
The Pakistan Space and Upper Atmosphere Research Commission (SUPARCO) is Pakistan’s national space agency, responsible for the country’s space research, satellite development, and related scientific and technological programs.
-
E.
National University of Science and Technology (NUST)
The National University of Science and Technology (NUST) is a leading Zimbabwean public university renowned for its focus on science, technology, engineering, 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 and Technology, Pakistan Triple: [Sahiwal Campus, hasAffiliation, Ministry of Science and Technology, Pakistan]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ministry of Science and Technology, Pakistan Target entity description: 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.
-
A.
Pakistan Academy of Sciences
The Pakistan Academy of Sciences is a premier national learned society that promotes scientific research, recognizes outstanding scientists, and advises the government on science and technology policy in Pakistan.
-
B.
Ministry of Science and Technology (India)
The Ministry of Science and Technology (India) is the central government body responsible for formulating and implementing national policies, programs, and research initiatives in science, technology, and innovation across the country.
-
C.
Higher Education Commission of Pakistan
The Higher Education Commission of Pakistan is the government body responsible for regulating, funding, and overseeing universities and higher education standards across Pakistan.
-
D.
Pakistan Space and Upper Atmosphere Research Commission
The Pakistan Space and Upper Atmosphere Research Commission (SUPARCO) is Pakistan’s national space agency, responsible for the country’s space research, satellite development, and related scientific and technological programs.
-
E.
National University of Science and Technology (NUST)
The National University of Science and Technology (NUST) is a leading Zimbabwean public university renowned for its focus on science, technology, engineering, 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_69ca82be7ba8819087de0147e9292c83 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb447d6b1881908ff3fa25af6b4e80 |
completed | March 31, 2026, 3:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc94b667d88190a0b47c7e0e07f338 |
completed | April 1, 2026, 3:44 a.m. |
| NEDg | Description generation | batch_69cc95c228c08190a603c1dff44ff299 |
completed | April 1, 2026, 3:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc96b02d38819085eb51c1943b3045 |
completed | April 1, 2026, 3:53 a.m. |
Created at: March 30, 2026, 5:36 p.m.