Triple
T16735158
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Multan District |
E406696
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object | Bahauddin Zakariya University |
E399478
|
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: Bahauddin Zakariya University | Statement: [Multan District, hasUniversity, Bahauddin Zakariya University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bahauddin Zakariya University Context triple: [Multan District, hasUniversity, Bahauddin Zakariya University]
-
A.
Bahauddin Zakariya University
chosen
Bahauddin Zakariya University is a major public research university in Multan, Pakistan, known for offering a wide range of undergraduate and postgraduate programs across various disciplines.
-
B.
Abdul Wali Khan University Mardan
Abdul Wali Khan University Mardan is a public higher education institution in Pakistan named after the Pashtun nationalist leader Abdul Wali Khan, offering a range of undergraduate and postgraduate programs.
-
C.
Shah Abdul Latif University Khairpur
Shah Abdul Latif University Khairpur is a public higher education institution in Sindh, Pakistan, offering undergraduate and postgraduate programs across various disciplines.
-
D.
University of Sindh
The University of Sindh is one of Pakistan’s oldest and largest public universities, known for its broad range of academic programs and central role in higher education in the Sindh province.
-
E.
Barkatullah University
Barkatullah University is a public university in Bhopal, India, known for its diverse academic programs and as an alma mater of Nobel Peace Prize laureate Kailash Satyarthi.
- 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_69d8838ffb088190a0b11149929006bf |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e39c39c570819088723d59242c5c5c |
completed | April 18, 2026, 2:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a009d4c723c8190ad92628f4164d11c |
completed | May 10, 2026, 2:59 p.m. |
Created at: April 10, 2026, 5:20 a.m.