Triple
T13145603
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Eastern Highlands Province |
E312326
|
entity |
| Predicate | hasUniversityCampus |
P4623
|
FINISHED |
| Object |
University of Goroka
The University of Goroka is a major teacher education and tertiary institution in Papua New Guinea, known for training educators and professionals for the country’s highlands and beyond.
|
E1024283
|
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: University of Goroka | Statement: [Eastern Highlands Province, hasUniversityCampus, University of Goroka]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Goroka Context triple: [Eastern Highlands Province, hasUniversityCampus, University of Goroka]
-
A.
University of Papua New Guinea
The University of Papua New Guinea is a leading public institution of higher education and research in Papua New Guinea, offering a wide range of undergraduate and postgraduate programs.
-
B.
University of the South Pacific
The University of the South Pacific is a premier regional university jointly owned by 12 Pacific Island countries, known for its focus on higher education and research tailored to the needs of the Pacific region.
-
C.
University of the Sunshine Coast
The University of the Sunshine Coast is a public Australian university based in Queensland, known for its modern campuses, focus on sustainability, and strong regional engagement.
-
D.
Central Queensland University
Central Queensland University is a major Australian public university known for its multi-campus presence and strong focus on regional education and research.
-
E.
University of Southern Queensland
The University of Southern Queensland is a regional Australian public university known for its strong focus on distance education, flexible learning, and practical, career-oriented programs.
- 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: University of Goroka Triple: [Eastern Highlands Province, hasUniversityCampus, University of Goroka]
Generated description
The University of Goroka is a major teacher education and tertiary institution in Papua New Guinea, known for training educators and professionals for the country’s highlands and beyond.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: University of Goroka Target entity description: The University of Goroka is a major teacher education and tertiary institution in Papua New Guinea, known for training educators and professionals for the country’s highlands and beyond.
-
A.
University of Papua New Guinea
The University of Papua New Guinea is a leading public institution of higher education and research in Papua New Guinea, offering a wide range of undergraduate and postgraduate programs.
-
B.
University of the South Pacific
The University of the South Pacific is a premier regional university jointly owned by 12 Pacific Island countries, known for its focus on higher education and research tailored to the needs of the Pacific region.
-
C.
University of the Sunshine Coast
The University of the Sunshine Coast is a public Australian university based in Queensland, known for its modern campuses, focus on sustainability, and strong regional engagement.
-
D.
Central Queensland University
Central Queensland University is a major Australian public university known for its multi-campus presence and strong focus on regional education and research.
-
E.
University of Southern Queensland
The University of Southern Queensland is a regional Australian public university known for its strong focus on distance education, flexible learning, and practical, career-oriented programs.
- 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_69d806aabde48190899e13e41659cae5 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98bcf6d0c819081d078f33e4bdedc |
completed | April 10, 2026, 11:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6eae675508190991ce5902768c45a |
completed | May 3, 2026, 6:27 a.m. |
| NEDg | Description generation | batch_69f6ebb1cd208190970ad8c21e852d93 |
completed | May 3, 2026, 6:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6ec48035881909342b57c061a22a9 |
completed | May 3, 2026, 6:33 a.m. |
Created at: April 9, 2026, 9:10 p.m.