Triple
T4438743
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of the Punjab |
E95715
|
entity |
| Predicate | hasInstitute |
P186
|
FINISHED |
| Object |
Hailey College of Commerce
Hailey College of Commerce is a prominent business and commerce education institution in Lahore, Pakistan, recognized for its longstanding role in training professionals in accounting, finance, and related fields.
|
E441959
|
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: Hailey College of Commerce | Statement: [University of the Punjab, hasInstitute, Hailey College of Commerce]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hailey College of Commerce Context triple: [University of the Punjab, hasInstitute, Hailey College of Commerce]
-
A.
Manchester College of Commerce
Manchester College of Commerce was a former further and higher education institution in Manchester that later became part of what is now Manchester Metropolitan University.
-
B.
Hailey College of Banking and Finance
Hailey College of Banking and Finance is a constituent college of the University of the Punjab in Lahore, Pakistan, specializing in education and research in banking, finance, and related business disciplines.
-
C.
Monte Ahuja College of Business
Monte Ahuja College of Business is the business school of Cleveland State University, offering undergraduate and graduate programs in fields such as accounting, finance, marketing, and management.
-
D.
Chandaria School of Business
Chandaria School of Business is the business school of United States International University Africa in Nairobi, offering undergraduate and graduate programs in business and management.
-
E.
Sri Ram College of Commerce
Sri Ram College of Commerce is a premier Indian institution renowned for its undergraduate and postgraduate programs in commerce and economics.
- 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: Hailey College of Commerce Triple: [University of the Punjab, hasInstitute, Hailey College of Commerce]
Generated description
Hailey College of Commerce is a prominent business and commerce education institution in Lahore, Pakistan, recognized for its longstanding role in training professionals in accounting, finance, and related fields.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hailey College of Commerce Target entity description: Hailey College of Commerce is a prominent business and commerce education institution in Lahore, Pakistan, recognized for its longstanding role in training professionals in accounting, finance, and related fields.
-
A.
Manchester College of Commerce
Manchester College of Commerce was a former further and higher education institution in Manchester that later became part of what is now Manchester Metropolitan University.
-
B.
Hailey College of Banking and Finance
Hailey College of Banking and Finance is a constituent college of the University of the Punjab in Lahore, Pakistan, specializing in education and research in banking, finance, and related business disciplines.
-
C.
Monte Ahuja College of Business
Monte Ahuja College of Business is the business school of Cleveland State University, offering undergraduate and graduate programs in fields such as accounting, finance, marketing, and management.
-
D.
Chandaria School of Business
Chandaria School of Business is the business school of United States International University Africa in Nairobi, offering undergraduate and graduate programs in business and management.
-
E.
Sri Ram College of Commerce
Sri Ram College of Commerce is a premier Indian institution renowned for its undergraduate and postgraduate programs in commerce and economics.
- 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_69b3453ea2b48190a26f154b3b8fece5 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b355aaa9288190b95d875d343d6ee5 |
completed | March 13, 2026, 12:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6281264f08190942d2043495c89d5 |
completed | March 15, 2026, 3:31 a.m. |
| NEDg | Description generation | batch_69b6295218e88190a48e8bfeb2febe2e |
completed | March 15, 2026, 3:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b62b05bcec8190a0c8d1c0e5a62c75 |
completed | March 15, 2026, 3:44 a.m. |
Created at: March 12, 2026, 11:31 p.m.