Triple
T544097
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Doha |
E12693
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Qatar University
Qatar University is the primary national public university of Qatar, offering a wide range of undergraduate and graduate programs and serving as a leading center for education and research in the country.
|
E67894
|
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: Qatar University | Statement: [Doha, hasUniversity, Qatar University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Qatar University Context triple: [Doha, hasUniversity, Qatar University]
-
A.
King Saud University
King Saud University is a major public research university in Saudi Arabia and one of the oldest and most prestigious institutions of higher education in the country.
-
B.
Ain Shams University
Ain Shams University is a major public research university in Cairo, Egypt, known for its wide range of academic programs and significant role in the country’s higher education system.
-
C.
Alexandria University
Alexandria University is a major public research university in Alexandria, Egypt, known for its wide range of academic programs and significant role in higher education in the region.
-
D.
Cairo University
Cairo University is a leading public research university in Giza, Egypt, renowned as one of the country’s oldest and most prestigious institutions of higher education.
-
E.
Etihad Campus
Etihad Campus is a large sports and leisure complex in Manchester, England, centered around Manchester City FC’s facilities and surrounding developments.
- 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: Qatar University Triple: [Doha, hasUniversity, Qatar University]
Generated description
Qatar University is the primary national public university of Qatar, offering a wide range of undergraduate and graduate programs and serving as a leading center for education and research in the country.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Qatar University Target entity description: Qatar University is the primary national public university of Qatar, offering a wide range of undergraduate and graduate programs and serving as a leading center for education and research in the country.
-
A.
King Saud University
King Saud University is a major public research university in Saudi Arabia and one of the oldest and most prestigious institutions of higher education in the country.
-
B.
Ain Shams University
Ain Shams University is a major public research university in Cairo, Egypt, known for its wide range of academic programs and significant role in the country’s higher education system.
-
C.
Alexandria University
Alexandria University is a major public research university in Alexandria, Egypt, known for its wide range of academic programs and significant role in higher education in the region.
-
D.
Cairo University
Cairo University is a leading public research university in Giza, Egypt, renowned as one of the country’s oldest and most prestigious institutions of higher education.
-
E.
Etihad Campus
Etihad Campus is a large sports and leisure complex in Manchester, England, centered around Manchester City FC’s facilities and surrounding developments.
- 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_69a49334226c81908b0ea1689ef6aa3f |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a498dea88881908a938fe8f2313bec |
completed | March 1, 2026, 7:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4cc5f6dfc8190a6c97a81aa8e82a3 |
completed | March 1, 2026, 11:31 p.m. |
| NEDg | Description generation | batch_69a4cdd043b881908795f61cbfa06bc8 |
completed | March 1, 2026, 11:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4cf2e7b908190817cfcaf0490d6f7 |
completed | March 1, 2026, 11:43 p.m. |
Created at: March 1, 2026, 7:32 p.m.