Triple
T11135032
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shah Alam |
E263387
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Management and Science University
Management and Science University is a private Malaysian university known for its industry-focused programs in fields such as health sciences, business, and engineering.
|
E907967
|
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: Management and Science University | Statement: [Shah Alam, hasUniversity, Management and Science University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Management and Science University Context triple: [Shah Alam, hasUniversity, Management and Science University]
-
A.
Institute of Management Sciences
The Institute of Management Sciences is a constituent business and management education institute of Pir Mehr Ali Shah Arid Agriculture University in Rawalpindi, Pakistan.
-
B.
Perm National Research Polytechnic University
Perm National Research Polytechnic University is a major Russian technical university in the city of Perm, known for engineering and applied science education and research.
-
C.
Kania School of Management
Kania School of Management is the business school of the University of Scranton, offering undergraduate and graduate programs in fields such as accounting, finance, marketing, and management.
-
D.
Kohat University of Science and Technology
Kohat University of Science and Technology is a public higher education institution in Kohat, Pakistan, offering undergraduate and postgraduate programs in science, technology, and related fields.
-
E.
MGS University
MGS University is a public higher education institution in Bikaner, Rajasthan, India, offering undergraduate and postgraduate programs across various disciplines.
- 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: Management and Science University Triple: [Shah Alam, hasUniversity, Management and Science University]
Generated description
Management and Science University is a private Malaysian university known for its industry-focused programs in fields such as health sciences, business, and engineering.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Management and Science University Target entity description: Management and Science University is a private Malaysian university known for its industry-focused programs in fields such as health sciences, business, and engineering.
-
A.
Institute of Management Sciences
The Institute of Management Sciences is a constituent business and management education institute of Pir Mehr Ali Shah Arid Agriculture University in Rawalpindi, Pakistan.
-
B.
Perm National Research Polytechnic University
Perm National Research Polytechnic University is a major Russian technical university in the city of Perm, known for engineering and applied science education and research.
-
C.
Kania School of Management
Kania School of Management is the business school of the University of Scranton, offering undergraduate and graduate programs in fields such as accounting, finance, marketing, and management.
-
D.
Kohat University of Science and Technology
Kohat University of Science and Technology is a public higher education institution in Kohat, Pakistan, offering undergraduate and postgraduate programs in science, technology, and related fields.
-
E.
MGS University
MGS University is a public higher education institution in Bikaner, Rajasthan, India, offering undergraduate and postgraduate programs across various disciplines.
- 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_69d6aa9c0ba08190bbd19c217489b755 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e85daddc8190a1ae2a4a75cc8d50 |
completed | April 9, 2026, 5:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e441fa286881909a8279a8ea6944e7 |
completed | April 19, 2026, 2:46 a.m. |
| NEDg | Description generation | batch_69e44c09163481909d6a469b1e50b6ff |
completed | April 19, 2026, 3:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4519f4d408190be9863c72006ecad |
completed | April 19, 2026, 3:53 a.m. |
Created at: April 8, 2026, 9:28 p.m.