Triple
T5205387
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | HEC Paris |
E117497
|
entity |
| Predicate | rankedBy |
P4846
|
FINISHED |
| Object |
QS World University Rankings
QS World University Rankings is a prominent annual global ranking system that evaluates and compares universities worldwide based on factors such as academic reputation, employer reputation, research impact, and internationalization.
|
E503376
|
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: QS World University Rankings | Statement: [HEC Paris, rankedBy, QS World University Rankings]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: QS World University Rankings Context triple: [HEC Paris, rankedBy, QS World University Rankings]
-
A.
League of European Research Universities
The League of European Research Universities is a consortium of leading research-intensive universities in Europe that collaborates to influence policy and promote high-quality academic research and education.
-
B.
U.S. News top-ranked national universities
U.S. News top-ranked national universities are leading U.S. higher education institutions recognized for their strong academic reputation, research output, and student outcomes in the annual U.S. News & World Report rankings.
-
C.
Russell Group
The Russell Group is an association of leading UK research-intensive universities known for their high academic standards, strong research output, and significant influence on higher education policy.
-
D.
U.S. News & World Report
U.S. News & World Report is an American media company best known for its influential rankings of colleges, hospitals, and other institutions, as well as its news and analysis coverage.
-
E.
International Alliance of Research Universities
The International Alliance of Research Universities is a global consortium of leading research-intensive universities that collaborate on education, research, and addressing major international challenges.
- 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: QS World University Rankings Triple: [HEC Paris, rankedBy, QS World University Rankings]
Generated description
QS World University Rankings is a prominent annual global ranking system that evaluates and compares universities worldwide based on factors such as academic reputation, employer reputation, research impact, and internationalization.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: QS World University Rankings Target entity description: QS World University Rankings is a prominent annual global ranking system that evaluates and compares universities worldwide based on factors such as academic reputation, employer reputation, research impact, and internationalization.
-
A.
League of European Research Universities
The League of European Research Universities is a consortium of leading research-intensive universities in Europe that collaborates to influence policy and promote high-quality academic research and education.
-
B.
U.S. News top-ranked national universities
U.S. News top-ranked national universities are leading U.S. higher education institutions recognized for their strong academic reputation, research output, and student outcomes in the annual U.S. News & World Report rankings.
-
C.
Russell Group
The Russell Group is an association of leading UK research-intensive universities known for their high academic standards, strong research output, and significant influence on higher education policy.
-
D.
U.S. News & World Report
U.S. News & World Report is an American media company best known for its influential rankings of colleges, hospitals, and other institutions, as well as its news and analysis coverage.
-
E.
International Alliance of Research Universities
The International Alliance of Research Universities is a global consortium of leading research-intensive universities that collaborate on education, research, and addressing major international challenges.
- 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_69bd4463dd3c81909966123f20b79d57 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7a490338819080481df79d3aae01 |
completed | March 20, 2026, 4:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beefca8a1c81908eec1baa65bb06a3 |
completed | March 21, 2026, 7:21 p.m. |
| NEDg | Description generation | batch_69bef0b1fe9c8190bfc1be621c7c1c76 |
completed | March 21, 2026, 7:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bef16739148190b9700228be7d07f9 |
completed | March 21, 2026, 7:28 p.m. |
Created at: March 20, 2026, 1:47 p.m.