Triple

T14445590
Position Surface form Disambiguated ID Type / Status
Subject Lae E358196 entity
Predicate hasUniversity P113 FINISHED
Object Papua New Guinea University of Technology
Papua New Guinea University of Technology is a major public technological and engineering university in Papua New Guinea, recognized for its focus on applied sciences and contribution to national development.
E1099551 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: Papua New Guinea University of Technology | Statement: [Lae, hasUniversity, Papua New Guinea University of Technology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Papua New Guinea University of Technology
Context triple: [Lae, hasUniversity, Papua New Guinea University of Technology]
  • 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 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.
  • C. 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.
  • D. Waigani Campus
    Waigani Campus is the main campus of the University of Papua New Guinea, located in Port Moresby and serving as the institution’s primary academic and administrative center.
  • E. National University of Timor Lorosa’e
    The National University of Timor Lorosa’e is the main public higher education institution of Timor-Leste, serving as the country’s flagship university for teaching and research.
  • 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: Papua New Guinea University of Technology
Triple: [Lae, hasUniversity, Papua New Guinea University of Technology]
Generated description
Papua New Guinea University of Technology is a major public technological and engineering university in Papua New Guinea, recognized for its focus on applied sciences and contribution to national development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Papua New Guinea University of Technology
Target entity description: Papua New Guinea University of Technology is a major public technological and engineering university in Papua New Guinea, recognized for its focus on applied sciences and contribution to national development.
  • 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 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.
  • C. 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.
  • D. Waigani Campus
    Waigani Campus is the main campus of the University of Papua New Guinea, located in Port Moresby and serving as the institution’s primary academic and administrative center.
  • E. National University of Timor Lorosa’e
    The National University of Timor Lorosa’e is the main public higher education institution of Timor-Leste, serving as the country’s flagship university for teaching and research.
  • 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_69d82794dfa081909b9134ad2e32244b completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de915e76f481909fe9462f964b5b1c completed April 14, 2026, 7:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd5bdd0f388190870ddd01f66d3e99 completed May 8, 2026, 3:43 a.m.
NEDg Description generation batch_69fd5e188a148190bb166b7d50ad3b46 completed May 8, 2026, 3:52 a.m.
NED2 Entity disambiguation (via description) batch_69fd5ea592cc8190a47a2f6a511c0549 completed May 8, 2026, 3:55 a.m.
Created at: April 10, 2026, 1:19 a.m.