Triple
T12324662
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Project 5-100 universities |
E293796
|
entity |
| Predicate | policyType |
P1876
|
FINISHED |
| Object |
national higher education excellence initiative
The national higher education excellence initiative is a government-backed program aimed at elevating selected universities to world-class status through targeted support, internationalization, and research-driven development.
|
E975135
|
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: national higher education excellence initiative | Statement: [Project 5-100 universities, policyType, national higher education excellence initiative]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: national higher education excellence initiative Context triple: [Project 5-100 universities, policyType, national higher education excellence initiative]
-
A.
national center for higher education
The national center for higher education is a principal institution in Gabon responsible for providing advanced academic programs, research, and training at the university level.
-
B.
Excellence League of Chinese Universities
The Excellence League of Chinese Universities is an alliance of leading research-intensive institutions in China that collaborate to enhance academic quality, innovation, and international competitiveness.
-
C.
national center for academic excellence
The National Center for Academic Excellence is a premier designation recognizing an institution’s outstanding performance and leadership in higher education, research, and scholarly achievement.
-
D.
Campus of International Excellence program
The Campus of International Excellence program is a Spanish government initiative that promotes and funds universities to enhance their international competitiveness, research quality, and regional impact.
-
E.
Excellence Initiative (2005–2017)
Excellence Initiative (2005–2017) was a German federal funding program aimed at strengthening top-level research and enhancing the international competitiveness of German universities.
- 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: national higher education excellence initiative Triple: [Project 5-100 universities, policyType, national higher education excellence initiative]
Generated description
The national higher education excellence initiative is a government-backed program aimed at elevating selected universities to world-class status through targeted support, internationalization, and research-driven development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: national higher education excellence initiative Target entity description: The national higher education excellence initiative is a government-backed program aimed at elevating selected universities to world-class status through targeted support, internationalization, and research-driven development.
-
A.
national center for higher education
The national center for higher education is a principal institution in Gabon responsible for providing advanced academic programs, research, and training at the university level.
-
B.
Excellence League of Chinese Universities
The Excellence League of Chinese Universities is an alliance of leading research-intensive institutions in China that collaborate to enhance academic quality, innovation, and international competitiveness.
-
C.
national center for academic excellence
The National Center for Academic Excellence is a premier designation recognizing an institution’s outstanding performance and leadership in higher education, research, and scholarly achievement.
-
D.
Campus of International Excellence program
The Campus of International Excellence program is a Spanish government initiative that promotes and funds universities to enhance their international competitiveness, research quality, and regional impact.
-
E.
Excellence Initiative (2005–2017)
Excellence Initiative (2005–2017) was a German federal funding program aimed at strengthening top-level research and enhancing the international competitiveness of German universities.
- 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_69d6ab6ae0dc8190b1522a9c1c55c114 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d93f4e7e588190b37e2413bc649198 |
completed | April 10, 2026, 6:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f61e8d27288190bdf32acd600141db |
completed | May 2, 2026, 3:55 p.m. |
| NEDg | Description generation | batch_69f61f9493d081909a543bcafeb508d1 |
completed | May 2, 2026, 4 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f620ad9ec0819099909142fbad6412 |
completed | May 2, 2026, 4:05 p.m. |
Created at: April 8, 2026, 9:53 p.m.