Triple
T6072217
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ghulam Mustafa Tabassum |
E135308
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object | University of the Punjab |
E95715
|
NE FINISHED |
How this triple was built (2 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: University of the Punjab | Statement: [Ghulam Mustafa Tabassum, employer, University of the Punjab]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of the Punjab Context triple: [Ghulam Mustafa Tabassum, employer, University of the Punjab]
-
A.
University of the Punjab
chosen
The University of the Punjab is one of Pakistan’s oldest and most prestigious public universities, renowned for its significant contributions to higher education and research in South Asia.
-
B.
Quaid-i-Azam University
Quaid-i-Azam University is a leading public research university in Pakistan, renowned for its postgraduate programs and scenic campus at the foothills of the Margalla Hills in Islamabad.
-
C.
University of Karachi
The University of Karachi is one of Pakistan’s largest and most prominent public research universities, located in the city of Karachi.
-
D.
University of Peshawar
The University of Peshawar is a major public research and teaching institution located in Peshawar, Pakistan, known as one of the oldest and most prominent universities in the Khyber Pakhtunkhwa region.
-
E.
Islamia University of Bahawalpur
Islamia University of Bahawalpur is a major public research university in Bahawalpur, known for serving the higher education needs of Southern Punjab, Pakistan across a wide range of academic disciplines.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c00879e8048190b690717d19c5bc03 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c05759d29481908912015e734ab943 |
completed | March 22, 2026, 8:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c11d3a37fc81909bbc1cdeec3205cf |
completed | March 23, 2026, 11 a.m. |
Created at: March 22, 2026, 4:11 p.m.