Triple
T17625232
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Balanga City |
E429822
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Bataan Peninsula State University (Balanga campus)
Bataan Peninsula State University (Balanga campus) is a public higher education institution in Balanga City, Philippines, offering a range of undergraduate and graduate programs that serve as a key center for academic and professional development in the Bataan region.
|
E1279218
|
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: Bataan Peninsula State University (Balanga campus) | Statement: [Balanga City, hasEducationalInstitution, Bataan Peninsula State University (Balanga campus)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bataan Peninsula State University (Balanga campus) Context triple: [Balanga City, hasEducationalInstitution, Bataan Peninsula State University (Balanga campus)]
-
A.
Baliuag University
Baliuag University is a private higher education institution in Baliuag, Bulacan, Philippines, offering a range of undergraduate and graduate programs.
-
B.
Baliuag Polytechnic College
Baliuag Polytechnic College is a public higher education institution in Baliuag, Philippines, offering technical, vocational, and degree programs to local and regional students.
-
C.
Bicol State College of Applied Sciences and Technology
Bicol State College of Applied Sciences and Technology is a public higher education institution in Naga City, Philippines, specializing in applied sciences, technology, and related professional fields.
-
D.
Bulacan State University
Bulacan State University is a public higher education institution in the Philippines known for offering a wide range of undergraduate and graduate programs, particularly in teacher education, engineering, and business.
-
E.
Pangasinan State University
Pangasinan State University is a public higher education institution in the Philippine province of Pangasinan, offering a range of undergraduate and graduate programs across multiple campuses.
- 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: Bataan Peninsula State University (Balanga campus) Triple: [Balanga City, hasEducationalInstitution, Bataan Peninsula State University (Balanga campus)]
Generated description
Bataan Peninsula State University (Balanga campus) is a public higher education institution in Balanga City, Philippines, offering a range of undergraduate and graduate programs that serve as a key center for academic and professional development in the Bataan region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bataan Peninsula State University (Balanga campus) Target entity description: Bataan Peninsula State University (Balanga campus) is a public higher education institution in Balanga City, Philippines, offering a range of undergraduate and graduate programs that serve as a key center for academic and professional development in the Bataan region.
-
A.
Baliuag University
Baliuag University is a private higher education institution in Baliuag, Bulacan, Philippines, offering a range of undergraduate and graduate programs.
-
B.
Baliuag Polytechnic College
Baliuag Polytechnic College is a public higher education institution in Baliuag, Philippines, offering technical, vocational, and degree programs to local and regional students.
-
C.
Bicol State College of Applied Sciences and Technology
Bicol State College of Applied Sciences and Technology is a public higher education institution in Naga City, Philippines, specializing in applied sciences, technology, and related professional fields.
-
D.
Bulacan State University
Bulacan State University is a public higher education institution in the Philippines known for offering a wide range of undergraduate and graduate programs, particularly in teacher education, engineering, and business.
-
E.
Pangasinan State University
Pangasinan State University is a public higher education institution in the Philippine province of Pangasinan, offering a range of undergraduate and graduate programs across multiple campuses.
- 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_69d889e37f308190a6aa0a69daff86c7 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e46dbc62e88190b9757dc7c52d7fee |
completed | April 19, 2026, 5:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a020a991e6881909ce905419e645a6a |
completed | May 11, 2026, 4:58 p.m. |
| NEDg | Description generation | batch_6a020c10d1bc81909b0f04337df36be8 |
completed | May 11, 2026, 5:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a020cefce4c8190a92f543533e4b801 |
completed | May 11, 2026, 5:08 p.m. |
Created at: April 10, 2026, 5:52 a.m.