Triple
T4253565
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southern Punjab, Pakistan |
E95914
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Ghazi University
Ghazi University is a public higher education institution located in Southern Punjab, Pakistan, offering a range of undergraduate and postgraduate programs across various disciplines.
|
E423429
|
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: Ghazi University | Statement: [Southern Punjab, Pakistan, hasEducationalInstitution, Ghazi University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ghazi University Context triple: [Southern Punjab, Pakistan, hasEducationalInstitution, Ghazi University]
-
A.
Al-Mustansiriya University
Al-Mustansiriya University is one of Iraq’s oldest and most prominent public universities, renowned for its historical roots dating back to a medieval Islamic learning institution and its wide range of academic programs.
-
B.
Al Fateh University
Al Fateh University is a major public higher education institution in Tripoli, Libya, historically one of the country’s largest and most influential universities.
-
C.
Omdurman Islamic University
Omdurman Islamic University is a prominent Sudanese higher education institution known for its focus on Islamic studies alongside a range of other academic disciplines.
-
D.
Damascus University
Damascus University is Syria’s oldest and largest public university, located in the capital city of Damascus and known for its wide range of academic and professional programs.
-
E.
Ibn Zohr University
Ibn Zohr University is a public higher education institution in Agadir, Morocco, known for serving the southern regions of the country with a wide range of academic programs and research activities.
- 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: Ghazi University Triple: [Southern Punjab, Pakistan, hasEducationalInstitution, Ghazi University]
Generated description
Ghazi University is a public higher education institution located in Southern Punjab, Pakistan, offering a range of undergraduate and postgraduate programs across various disciplines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ghazi University Target entity description: Ghazi University is a public higher education institution located in Southern Punjab, Pakistan, offering a range of undergraduate and postgraduate programs across various disciplines.
-
A.
Al-Mustansiriya University
Al-Mustansiriya University is one of Iraq’s oldest and most prominent public universities, renowned for its historical roots dating back to a medieval Islamic learning institution and its wide range of academic programs.
-
B.
Al Fateh University
Al Fateh University is a major public higher education institution in Tripoli, Libya, historically one of the country’s largest and most influential universities.
-
C.
Omdurman Islamic University
Omdurman Islamic University is a prominent Sudanese higher education institution known for its focus on Islamic studies alongside a range of other academic disciplines.
-
D.
Damascus University
Damascus University is Syria’s oldest and largest public university, located in the capital city of Damascus and known for its wide range of academic and professional programs.
-
E.
Ibn Zohr University
Ibn Zohr University is a public higher education institution in Agadir, Morocco, known for serving the southern regions of the country with a wide range of academic programs and research activities.
- 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_69b3453f759881909b91f01a1e82c036 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34ebe6fbc8190a89269b478b3f435 |
completed | March 12, 2026, 11:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5a8845e6081908bbf1aef2a2da754 |
completed | March 14, 2026, 6:27 p.m. |
| NEDg | Description generation | batch_69b5a8f374fc8190830286dfadc9bdbb |
completed | March 14, 2026, 6:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5a99c9310819084b973aecb1886fe |
completed | March 14, 2026, 6:31 p.m. |
Created at: March 12, 2026, 11:06 p.m.