Triple
T4286959
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Palmerston North |
E97291
|
entity |
| Predicate | hasTertiaryInstitution |
P3445
|
FINISHED |
| Object |
Universal College of Learning
Universal College of Learning is a New Zealand polytechnic and institute of technology offering vocational and applied tertiary education across multiple campuses.
|
E426019
|
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: Universal College of Learning | Statement: [Palmerston North, hasTertiaryInstitution, Universal College of Learning]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Universal College of Learning Context triple: [Palmerston North, hasTertiaryInstitution, Universal College of Learning]
-
A.
United College
United College is one of the historic constituent colleges of the University of St Andrews in Scotland, responsible for much of the university’s academic and administrative life.
-
B.
United College
United College is an affiliated college of the University of Waterloo that provides academic programs, residence, and community-focused learning experiences for students.
-
C.
United College
United College is one of the constituent colleges of The Chinese University of Hong Kong, known for its strong emphasis on whole-person education and a close-knit residential community.
-
D.
CEPT University
CEPT University is a leading Indian institution in Ahmedabad renowned for its programs in architecture, planning, design, and built environment studies.
-
E.
Universia
Universia is an Ibero-American university network and online platform that connects higher education institutions across Spanish- and Portuguese-speaking countries to promote collaboration, academic resources, and educational services.
- 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: Universal College of Learning Triple: [Palmerston North, hasTertiaryInstitution, Universal College of Learning]
Generated description
Universal College of Learning is a New Zealand polytechnic and institute of technology offering vocational and applied tertiary education across multiple campuses.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Universal College of Learning Target entity description: Universal College of Learning is a New Zealand polytechnic and institute of technology offering vocational and applied tertiary education across multiple campuses.
-
A.
United College
United College is one of the historic constituent colleges of the University of St Andrews in Scotland, responsible for much of the university’s academic and administrative life.
-
B.
United College
United College is an affiliated college of the University of Waterloo that provides academic programs, residence, and community-focused learning experiences for students.
-
C.
United College
United College is one of the constituent colleges of The Chinese University of Hong Kong, known for its strong emphasis on whole-person education and a close-knit residential community.
-
D.
CEPT University
CEPT University is a leading Indian institution in Ahmedabad renowned for its programs in architecture, planning, design, and built environment studies.
-
E.
Universia
Universia is an Ibero-American university network and online platform that connects higher education institutions across Spanish- and Portuguese-speaking countries to promote collaboration, academic resources, and educational services.
- 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_69b3454595848190a0e6bbb6a2bea040 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3505d23d88190a638f2cc2acee9ee |
completed | March 12, 2026, 11:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5b7c8c1ac819086ded38c1abe9b63 |
completed | March 14, 2026, 7:32 p.m. |
| NEDg | Description generation | batch_69b5b8e9ab9c81909a19062a901e8a1b |
completed | March 14, 2026, 7:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5b95cfbdc8190b65cf338aa9abd5b |
completed | March 14, 2026, 7:39 p.m. |
Created at: March 12, 2026, 11:08 p.m.