Triple
T6997411
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Universitas Negeri Malang |
E162249
|
entity |
| Predicate | predecessor |
P97
|
FINISHED |
| Object |
Perguruan Tinggi Pendidikan Guru (PTPG) Malang
Perguruan Tinggi Pendidikan Guru (PTPG) Malang was an early teacher education college in Malang, Indonesia, that later evolved into what is now Universitas Negeri Malang.
|
E635280
|
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: Perguruan Tinggi Pendidikan Guru (PTPG) Malang | Statement: [Universitas Negeri Malang, predecessor, Perguruan Tinggi Pendidikan Guru (PTPG) Malang]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Perguruan Tinggi Pendidikan Guru (PTPG) Malang Context triple: [Universitas Negeri Malang, predecessor, Perguruan Tinggi Pendidikan Guru (PTPG) Malang]
-
A.
City of Education (Kota Pendidikan)
City of Education (Kota Pendidikan) is a nickname highlighting Malang’s reputation as a major Indonesian center for schools, universities, and academic life.
-
B.
Faculty of Teacher Training and Education
The Faculty of Teacher Training and Education is a school within the Autonomous University of Madrid dedicated to preparing future educators and advancing research in pedagogy and educational sciences.
-
C.
Universitas Pendidikan Indonesia
Universitas Pendidikan Indonesia is a prominent Indonesian public university specializing in teacher education and educational sciences, headquartered in Bandung, West Java.
-
D.
UGAM
UGAM is the ICAO airport code for Ambrolauri Airport, a regional airport serving the town of Ambrolauri in Georgia.
-
E.
Karangmalang campus
Karangmalang campus is the main campus area of Yogyakarta State University in Yogyakarta, Indonesia, housing most of its academic and administrative facilities.
- 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: Perguruan Tinggi Pendidikan Guru (PTPG) Malang Triple: [Universitas Negeri Malang, predecessor, Perguruan Tinggi Pendidikan Guru (PTPG) Malang]
Generated description
Perguruan Tinggi Pendidikan Guru (PTPG) Malang was an early teacher education college in Malang, Indonesia, that later evolved into what is now Universitas Negeri Malang.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Perguruan Tinggi Pendidikan Guru (PTPG) Malang Target entity description: Perguruan Tinggi Pendidikan Guru (PTPG) Malang was an early teacher education college in Malang, Indonesia, that later evolved into what is now Universitas Negeri Malang.
-
A.
City of Education (Kota Pendidikan)
City of Education (Kota Pendidikan) is a nickname highlighting Malang’s reputation as a major Indonesian center for schools, universities, and academic life.
-
B.
Faculty of Teacher Training and Education
The Faculty of Teacher Training and Education is a school within the Autonomous University of Madrid dedicated to preparing future educators and advancing research in pedagogy and educational sciences.
-
C.
Universitas Pendidikan Indonesia
Universitas Pendidikan Indonesia is a prominent Indonesian public university specializing in teacher education and educational sciences, headquartered in Bandung, West Java.
-
D.
UGAM
UGAM is the ICAO airport code for Ambrolauri Airport, a regional airport serving the town of Ambrolauri in Georgia.
-
E.
Karangmalang campus
Karangmalang campus is the main campus area of Yogyakarta State University in Yogyakarta, Indonesia, housing most of its academic and administrative facilities.
- 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_69c68857ffc08190857dc62cd5253777 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6dbeef57881909245c8a5374a8111 |
completed | March 27, 2026, 7:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c76a2465908190b69454f6215365b0 |
completed | March 28, 2026, 5:41 a.m. |
| NEDg | Description generation | batch_69c76b67fc48819088ba80f1f84aa2f0 |
completed | March 28, 2026, 5:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c76c46f9308190a7a1f0aa5284cef4 |
completed | March 28, 2026, 5:51 a.m. |
Created at: March 27, 2026, 2:33 p.m.