Triple
T15638969
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Institute of Business Administration (IBA Karachi) |
E376016
|
entity |
| Predicate | hasUnit |
P35
|
FINISHED |
| Object |
School of Economics and Social Sciences
The School of Economics and Social Sciences is an academic division of IBA Karachi that focuses on teaching and research in economics, social sciences, and related disciplines.
|
E1168469
|
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 Economics and Social Sciences | Statement: [Institute of Business Administration (IBA Karachi), hasUnit, School of Economics and Social Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: School of Economics and Social Sciences Context triple: [Institute of Business Administration (IBA Karachi), hasUnit, School of Economics and Social Sciences]
-
A.
School of Economics
The School of Economics at Nagoya University is an academic faculty specializing in economic theory, policy, and related social sciences within one of Japan’s leading national research universities.
-
B.
School of Economics
The School of Economics at Nagoya City University is an academic faculty specializing in economic theory, policy, and related social sciences within the university.
-
C.
School of Economics
The School of Economics is an academic unit at the Georgia Institute of Technology’s Ivan Allen College of Liberal Arts that focuses on teaching and research in economic theory, applied economics, and policy analysis.
-
D.
School of Economics
The School of Economics is an academic unit of Northwest Normal University specializing in teaching and research in economics and related fields.
-
E.
School of Economics
The School of Economics at Osaka University is an academic faculty specializing in economic theory, policy, and related social sciences within one of Japan’s leading national universities.
- 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 Economics and Social Sciences Triple: [Institute of Business Administration (IBA Karachi), hasUnit, School of Economics and Social Sciences]
Generated description
The School of Economics and Social Sciences is an academic division of IBA Karachi that focuses on teaching and research in economics, social sciences, and related disciplines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: School of Economics and Social Sciences Target entity description: The School of Economics and Social Sciences is an academic division of IBA Karachi that focuses on teaching and research in economics, social sciences, and related disciplines.
-
A.
School of Economics
The School of Economics at Nagoya City University is an academic faculty specializing in economic theory, policy, and related social sciences within the university.
-
B.
School of Economics
The School of Economics is an academic unit at the Georgia Institute of Technology’s Ivan Allen College of Liberal Arts that focuses on teaching and research in economic theory, applied economics, and policy analysis.
-
C.
School of Economics
The School of Economics is an academic unit of Northwest Normal University specializing in teaching and research in economics and related fields.
-
D.
School of Economics
The School of Economics at Osaka University is an academic faculty specializing in economic theory, policy, and related social sciences within one of Japan’s leading national universities.
-
E.
School of Economics
The School of Economics at Peking University is a leading academic institution in China specializing in economic research and education.
- 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.