Triple
T9012948
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kajang |
E215518
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Universiti Tunku Abdul Rahman (UTAR) Sungai Long Campus (nearby)
Universiti Tunku Abdul Rahman (UTAR) Sungai Long Campus is a major private university campus in Selangor, Malaysia, known for its wide range of academic programs and strong emphasis on research and industry collaboration.
|
E773629
|
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: Universiti Tunku Abdul Rahman (UTAR) Sungai Long Campus (nearby) | Statement: [Kajang, hasEducationalInstitution, Universiti Tunku Abdul Rahman (UTAR) Sungai Long Campus (nearby)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Universiti Tunku Abdul Rahman (UTAR) Sungai Long Campus (nearby) Context triple: [Kajang, hasEducationalInstitution, Universiti Tunku Abdul Rahman (UTAR) Sungai Long Campus (nearby)]
-
A.
Universiti Tunku Abdul Rahman (Kampar campus nearby region)
Universiti Tunku Abdul Rahman’s Kampar campus is a major Malaysian private university campus located in the town of Kampar in Perak, known for its scenic lakeside setting and strong emphasis on science, engineering, and business programs.
-
B.
Tuanku Abdul Rahman University College (UTAR campus name usage in some contexts)
Tuanku Abdul Rahman University College is a Malaysian higher education institution named in honor of Tuanku Abdul Rahman of Negeri Sembilan, reflecting his legacy and contributions to the nation.
-
C.
Universiti Brunei Darussalam (nearby)
Universiti Brunei Darussalam is Brunei’s premier national university, known for its comprehensive academic programs and research in areas such as Islamic studies, environmental science, and regional studies.
-
D.
UKM Kuala Lumpur campus
UKM Kuala Lumpur campus is an urban branch of Universiti Kebangsaan Malaysia that hosts various academic, research, and professional programs in Malaysia’s capital city.
-
E.
Tarongers campus
Tarongers campus is one of the main campuses of the University of Valencia, known for hosting social sciences, law, and education faculties in a modern urban setting.
- 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: Universiti Tunku Abdul Rahman (UTAR) Sungai Long Campus (nearby) Triple: [Kajang, hasEducationalInstitution, Universiti Tunku Abdul Rahman (UTAR) Sungai Long Campus (nearby)]
Generated description
Universiti Tunku Abdul Rahman (UTAR) Sungai Long Campus is a major private university campus in Selangor, Malaysia, known for its wide range of academic programs and strong emphasis on research and industry collaboration.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Universiti Tunku Abdul Rahman (UTAR) Sungai Long Campus (nearby) Target entity description: Universiti Tunku Abdul Rahman (UTAR) Sungai Long Campus is a major private university campus in Selangor, Malaysia, known for its wide range of academic programs and strong emphasis on research and industry collaboration.
-
A.
Universiti Tunku Abdul Rahman (Kampar campus nearby region)
Universiti Tunku Abdul Rahman’s Kampar campus is a major Malaysian private university campus located in the town of Kampar in Perak, known for its scenic lakeside setting and strong emphasis on science, engineering, and business programs.
-
B.
Tuanku Abdul Rahman University College (UTAR campus name usage in some contexts)
Tuanku Abdul Rahman University College is a Malaysian higher education institution named in honor of Tuanku Abdul Rahman of Negeri Sembilan, reflecting his legacy and contributions to the nation.
-
C.
Universiti Brunei Darussalam (nearby)
Universiti Brunei Darussalam is Brunei’s premier national university, known for its comprehensive academic programs and research in areas such as Islamic studies, environmental science, and regional studies.
-
D.
UKM Kuala Lumpur campus
UKM Kuala Lumpur campus is an urban branch of Universiti Kebangsaan Malaysia that hosts various academic, research, and professional programs in Malaysia’s capital city.
-
E.
Tarongers campus
Tarongers campus is one of the main campuses of the University of Valencia, known for hosting social sciences, law, and education faculties in a modern urban setting.
- 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_69ca83a2bf088190986ee7a8eb90407d |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc69f96980819093bfc49d48570c65 |
completed | April 1, 2026, 12:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfdba11a6481909cac624530a77ffe |
completed | April 3, 2026, 3:24 p.m. |
| NEDg | Description generation | batch_69cfdc9868fc8190addad6b87b567277 |
completed | April 3, 2026, 3:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfe0aafe4c81908a5b31590f6c9152 |
completed | April 3, 2026, 3:45 p.m. |
Created at: March 30, 2026, 7:06 p.m.