Triple
T15638970
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Institute of Business Administration (IBA Karachi) |
E376016
|
entity |
| Predicate | hasUnit |
P35
|
FINISHED |
| Object |
School of Mathematics and Computer Science
The School of Mathematics and Computer Science is an academic unit of IBA Karachi that offers specialized education and research programs in mathematics, computer science, and related quantitative disciplines.
|
E1168470
|
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: School of Mathematics and Computer Science | Statement: [Institute of Business Administration (IBA Karachi), hasUnit, School of Mathematics and Computer Science]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: School of Mathematics and Computer Science Context triple: [Institute of Business Administration (IBA Karachi), hasUnit, School of Mathematics and Computer Science]
-
A.
School of Mathematics and Computer Science
The School of Mathematics and Computer Science is an academic faculty at Osnabrück University that focuses on education and research in mathematics, computer science, and related disciplines.
-
B.
School of Mathematics and Computer Science
The School of Mathematics and Computer Science is an academic faculty of Inner Mongolia Normal University specializing in education and research in mathematical sciences and computer science.
-
C.
School of Mathematical and Computer Sciences
The School of Mathematical and Computer Sciences is an academic unit of Heriot-Watt University specializing in teaching and research in mathematics, statistics, actuarial science, and computer science.
-
D.
School of Computer Science and Mathematics
The School of Computer Science and Mathematics at Marist College is an academic division focused on education and research in computing, information technology, and mathematical sciences.
-
E.
College of Computer Science and Mathematics
The College of Computer Science and Mathematics is an academic unit of the University of Mosul specializing in education and research in computing, information technology, and mathematical sciences.
- 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: School of Mathematics and Computer Science Triple: [Institute of Business Administration (IBA Karachi), hasUnit, School of Mathematics and Computer Science]
Generated description
The School of Mathematics and Computer Science is an academic unit of IBA Karachi that offers specialized education and research programs in mathematics, computer science, and related quantitative disciplines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: School of Mathematics and Computer Science Target entity description: The School of Mathematics and Computer Science is an academic unit of IBA Karachi that offers specialized education and research programs in mathematics, computer science, and related quantitative disciplines.
-
A.
School of Mathematics and Computer Science
The School of Mathematics and Computer Science is an academic faculty at Osnabrück University that focuses on education and research in mathematics, computer science, and related disciplines.
-
B.
School of Mathematics and Computer Science
The School of Mathematics and Computer Science is an academic faculty of Inner Mongolia Normal University specializing in education and research in mathematical sciences and computer science.
-
C.
School of Mathematical and Computer Sciences
The School of Mathematical and Computer Sciences is an academic unit of Heriot-Watt University specializing in teaching and research in mathematics, statistics, actuarial science, and computer science.
-
D.
School of Computer Science and Mathematics
The School of Computer Science and Mathematics at Marist College is an academic division focused on education and research in computing, information technology, and mathematical sciences.
-
E.
College of Computer Science and Mathematics
The College of Computer Science and Mathematics is an academic unit of the University of Mosul specializing in education and research in computing, information technology, and mathematical sciences.
- 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_69d85cd035a48190b73d5579ab73969a |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04ed06b388190bfebb77fe70e7df1 |
completed | April 16, 2026, 2:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff5f4b693c81908fd324a5e92fc23c |
completed | May 9, 2026, 4:22 p.m. |
| NEDg | Description generation | batch_69ff612f54a48190a392a3712db4c907 |
completed | May 9, 2026, 4:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff61fbcad481908af89369458b23ca |
completed | May 9, 2026, 4:34 p.m. |
Created at: April 10, 2026, 4:14 a.m.