Triple
T19802948
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Faisalabad |
E475732
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object | University of Agriculture Faisalabad |
—
|
NE NERFINISHED |
How this triple was built (3 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 Agriculture Faisalabad | Statement: [Faisalabad, hasUniversity, University of Agriculture Faisalabad]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Agriculture Faisalabad Context triple: [Faisalabad, hasUniversity, University of Agriculture Faisalabad]
-
A.
Punjab Agricultural University
Punjab Agricultural University is a leading agricultural research and education institution in India, known for its contributions to crop improvement, farming technologies, and rural development.
-
B.
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.
-
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 Science and Technology Bannu
The University of Science and Technology Bannu is a public higher education institution in Bannu, Khyber Pakhtunkhwa, Pakistan, offering undergraduate and postgraduate programs with a focus on science and technology.
-
E.
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.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: University of Agriculture Faisalabad Target entity description: The University of Agriculture Faisalabad is a leading Pakistani higher education institution specializing in agricultural sciences, research, and rural development.
-
A.
Punjab Agricultural University
Punjab Agricultural University is a leading agricultural research and education institution in India, known for its contributions to crop improvement, farming technologies, and rural development.
-
B.
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.
-
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 Science and Technology Bannu
The University of Science and Technology Bannu is a public higher education institution in Bannu, Khyber Pakhtunkhwa, Pakistan, offering undergraduate and postgraduate programs with a focus on science and technology.
-
E.
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.
- F. None of above. chosen
Provenance (2 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_69d8e51bc4208190a1c57d8c5d1b15e4 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e654257cb4819096fb2aa5d1f7fbb0 |
completed | April 20, 2026, 4:28 p.m. |
Created at: April 10, 2026, 1:49 p.m.