Triple
T19349866
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Turbat |
E483983
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
University of Turbat
The University of Turbat is a public higher education institution located in Turbat, Balochistan, Pakistan, offering undergraduate and graduate programs with a focus on regional development and research.
|
E1400244
|
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: University of Turbat | Statement: [Turbat, hasUniversity, University of Turbat]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Turbat Context triple: [Turbat, hasUniversity, University of Turbat]
-
A.
University of Balochistan
The University of Balochistan is a public higher education and research institution serving as the principal university of Pakistan’s Balochistan province.
-
B.
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.
-
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 Gujrat
The University of Gujrat is a public higher education institution in Gujrat, Punjab, Pakistan, offering a wide range of undergraduate and postgraduate programs across various disciplines.
-
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.
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: University of Turbat Triple: [Turbat, hasUniversity, University of Turbat]
Generated description
The University of Turbat is a public higher education institution located in Turbat, Balochistan, Pakistan, offering undergraduate and graduate programs with a focus on regional development and research.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: University of Turbat Target entity description: The University of Turbat is a public higher education institution located in Turbat, Balochistan, Pakistan, offering undergraduate and graduate programs with a focus on regional development and research.
-
A.
University of Balochistan
The University of Balochistan is a public higher education and research institution serving as the principal university of Pakistan’s Balochistan province.
-
B.
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.
-
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 Gujrat
The University of Gujrat is a public higher education institution in Gujrat, Punjab, Pakistan, offering a wide range of undergraduate and postgraduate programs across various disciplines.
-
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 (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_69d8e8d244f8819080eb1f3491300db2 |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e6190381c081909c747a22422fb02c |
completed | April 20, 2026, 12:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07dba9ca90819093aed4141d589d58 |
completed | May 16, 2026, 2:51 a.m. |
| NEDg | Description generation | batch_6a07dd4080a48190adc444976042bfa8 |
completed | May 16, 2026, 2:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07de09b21c8190a9743ee145a3d9b7 |
completed | May 16, 2026, 3:01 a.m. |
Created at: April 10, 2026, 1:34 p.m.