Triple
T3989280
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Government of Iraq |
E86947
|
entity |
| Predicate | hasAgency |
P3933
|
FINISHED |
| Object |
Ministry of Higher Education and Scientific Research of Iraq
The Ministry of Higher Education and Scientific Research of Iraq is the national governmental body responsible for overseeing universities, higher education policy, and scientific research development across the country.
|
E403936
|
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 Higher Education and Scientific Research of Iraq | Statement: [Government of Iraq, hasAgency, Ministry of Higher Education and Scientific Research of Iraq]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ministry of Higher Education and Scientific Research of Iraq Context triple: [Government of Iraq, hasAgency, Ministry of Higher Education and Scientific Research of Iraq]
-
A.
University of Sulaimani
The University of Sulaimani is a major public higher education and research institution located in the city of Sulaymaniyah in the Kurdistan Region of Iraq.
-
B.
University of Baghdad
The University of Baghdad is Iraq’s largest and one of the oldest modern universities in the Arab world, serving as a major center for higher education and research in the country.
-
C.
University of Tikrit
The University of Tikrit is a public higher education institution in Tikrit, Iraq, offering a wide range of undergraduate and postgraduate programs across various disciplines.
-
D.
Sulaimani Polytechnic University
Sulaimani Polytechnic University is a public higher education institution in the Kurdistan Region of Iraq, offering technical and vocational programs across multiple colleges and institutes.
-
E.
Syrian Ministry of Higher Education and Scientific Research
The Syrian Ministry of Higher Education and Scientific Research is the government body responsible for overseeing universities, higher education policy, and scientific research activities in Syria.
- 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 Higher Education and Scientific Research of Iraq Triple: [Government of Iraq, hasAgency, Ministry of Higher Education and Scientific Research of Iraq]
Generated description
The Ministry of Higher Education and Scientific Research of Iraq is the national governmental body responsible for overseeing universities, higher education policy, and scientific research development across the country.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ministry of Higher Education and Scientific Research of Iraq Target entity description: The Ministry of Higher Education and Scientific Research of Iraq is the national governmental body responsible for overseeing universities, higher education policy, and scientific research development across the country.
-
A.
University of Sulaimani
The University of Sulaimani is a major public higher education and research institution located in the city of Sulaymaniyah in the Kurdistan Region of Iraq.
-
B.
University of Baghdad
The University of Baghdad is Iraq’s largest and one of the oldest modern universities in the Arab world, serving as a major center for higher education and research in the country.
-
C.
University of Tikrit
The University of Tikrit is a public higher education institution in Tikrit, Iraq, offering a wide range of undergraduate and postgraduate programs across various disciplines.
-
D.
Sulaimani Polytechnic University
Sulaimani Polytechnic University is a public higher education institution in the Kurdistan Region of Iraq, offering technical and vocational programs across multiple colleges and institutes.
-
E.
Syrian Ministry of Higher Education and Scientific Research
The Syrian Ministry of Higher Education and Scientific Research is the government body responsible for overseeing universities, higher education policy, and scientific research activities in Syria.
- 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_69aed93fd9d4819085d3b2137d2346cb |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefa007344819099515fda367f7016 |
completed | March 9, 2026, 4:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5403235408190b47b8d4f4e21d094 |
completed | March 14, 2026, 11:02 a.m. |
| NEDg | Description generation | batch_69b540c5ab7881908b7ebb0af2f9da46 |
completed | March 14, 2026, 11:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5415e002881908343ae30b2f8a16c |
completed | March 14, 2026, 11:07 a.m. |
Created at: March 9, 2026, 3:33 p.m.