Triple
T4438748
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of the Punjab |
E95715
|
entity |
| Predicate | hasInstitute |
P186
|
FINISHED |
| Object |
Institute of Biochemistry and Biotechnology
The Institute of Biochemistry and Biotechnology is a research and teaching center specializing in biochemical and biotechnological sciences at the University of the Punjab in Pakistan.
|
E439930
|
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: Institute of Biochemistry and Biotechnology | Statement: [University of the Punjab, hasInstitute, Institute of Biochemistry and Biotechnology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Institute of Biochemistry and Biotechnology Context triple: [University of the Punjab, hasInstitute, Institute of Biochemistry and Biotechnology]
-
A.
Institute of Biosciences
The Institute of Biosciences is a major academic and research unit of the University of São Paulo dedicated to biological sciences, including areas such as genetics, ecology, botany, and zoology.
-
B.
Institute of Biotechnology and Food Technology
The Institute of Biotechnology and Food Technology is a specialized research and training center at Hanoi University of Science and Technology focusing on biotechnology, food science, and related applied technologies.
-
C.
Faculty of Biotechnology
The Faculty of Biotechnology is an academic unit of the University of Wrocław specializing in education and research in biotechnology and related life sciences.
-
D.
School of Biotechnology
The School of Biotechnology is an academic unit specializing in biotechnology education and research within East China University of Science and Technology.
-
E.
International Center for Chemical and Biological Sciences
The International Center for Chemical and Biological Sciences is a leading Pakistani research institution specializing in advanced chemical and biological sciences, renowned for its contributions to scientific research and higher education.
- 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: Institute of Biochemistry and Biotechnology Triple: [University of the Punjab, hasInstitute, Institute of Biochemistry and Biotechnology]
Generated description
The Institute of Biochemistry and Biotechnology is a research and teaching center specializing in biochemical and biotechnological sciences at the University of the Punjab in Pakistan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Institute of Biochemistry and Biotechnology Target entity description: The Institute of Biochemistry and Biotechnology is a research and teaching center specializing in biochemical and biotechnological sciences at the University of the Punjab in Pakistan.
-
A.
Institute of Biosciences
The Institute of Biosciences is a major academic and research unit of the University of São Paulo dedicated to biological sciences, including areas such as genetics, ecology, botany, and zoology.
-
B.
Institute of Biotechnology and Food Technology
The Institute of Biotechnology and Food Technology is a specialized research and training center at Hanoi University of Science and Technology focusing on biotechnology, food science, and related applied technologies.
-
C.
Faculty of Biotechnology
The Faculty of Biotechnology is an academic unit of the University of Wrocław specializing in education and research in biotechnology and related life sciences.
-
D.
School of Biotechnology
The School of Biotechnology is an academic unit specializing in biotechnology education and research within East China University of Science and Technology.
-
E.
International Center for Chemical and Biological Sciences
The International Center for Chemical and Biological Sciences is a leading Pakistani research institution specializing in advanced chemical and biological sciences, renowned for its contributions to scientific research and higher 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_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_69b6137b97748190b8ebecaf590baad3 |
completed | March 15, 2026, 2:03 a.m. |
| NEDg | Description generation | batch_69b615aea38481908ffe37feadeb9a4b |
completed | March 15, 2026, 2:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b61601898c81908e108f475f4b35d3 |
completed | March 15, 2026, 2:14 a.m. |
Created at: March 12, 2026, 11:31 p.m.