Triple
T2960966
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Manado |
E80045
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Sam Ratulangi University
Sam Ratulangi University is a major public university in Manado, Indonesia, known for its wide range of academic programs and role in higher education in North Sulawesi.
|
E313925
|
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: Sam Ratulangi University | Statement: [Manado, hasUniversity, Sam Ratulangi University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sam Ratulangi University Context triple: [Manado, hasUniversity, Sam Ratulangi University]
-
A.
University of Indonesia
The University of Indonesia is a leading public research university in Indonesia, renowned for its comprehensive academic programs and significant contributions to education and research in Southeast Asia.
-
B.
Airlangga University
Airlangga University is a major public research university in Indonesia known for its strong programs in medicine, social sciences, and law.
-
C.
State University of Medan
State University of Medan is a public higher education institution located in Medan, Indonesia, known for its teacher training and educational programs.
-
D.
State University of Makassar
State University of Makassar is a public higher education institution in Makassar, Indonesia, known for its teacher education and diverse academic programs.
-
E.
Tanjungpura University
Tanjungpura University is a public university in Pontianak, West Kalimantan, Indonesia, known for serving as a major center of higher education in the region.
- 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: Sam Ratulangi University Triple: [Manado, hasUniversity, Sam Ratulangi University]
Generated description
Sam Ratulangi University is a major public university in Manado, Indonesia, known for its wide range of academic programs and role in higher education in North Sulawesi.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sam Ratulangi University Target entity description: Sam Ratulangi University is a major public university in Manado, Indonesia, known for its wide range of academic programs and role in higher education in North Sulawesi.
-
A.
University of Indonesia
The University of Indonesia is a leading public research university in Indonesia, renowned for its comprehensive academic programs and significant contributions to education and research in Southeast Asia.
-
B.
Airlangga University
Airlangga University is a major public research university in Indonesia known for its strong programs in medicine, social sciences, and law.
-
C.
State University of Medan
State University of Medan is a public higher education institution located in Medan, Indonesia, known for its teacher training and educational programs.
-
D.
State University of Makassar
State University of Makassar is a public higher education institution in Makassar, Indonesia, known for its teacher education and diverse academic programs.
-
E.
Tanjungpura University
Tanjungpura University is a public university in Pontianak, West Kalimantan, Indonesia, known for serving as a major center of higher education in the region.
- 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_69ad8b1341848190bd19dbf46892887d |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad995454448190834aa5d47a4ed5ac |
completed | March 8, 2026, 3:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0fc923d888190a68075dfaa9e90b2 |
completed | March 11, 2026, 5:24 a.m. |
| NEDg | Description generation | batch_69b0fd7d1cc88190a4f533a92d7e6de3 |
completed | March 11, 2026, 5:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0fde74b608190b59da720c90adfeb |
completed | March 11, 2026, 5:30 a.m. |
Created at: March 8, 2026, 2:57 p.m.