Triple

T5849100
Position Surface form Disambiguated ID Type / Status
Subject Cyril Ramaphosa E129983 entity
Predicate educatedAt P5 FINISHED
Object University of the North
The University of the North was a South African higher education institution, historically a key university for Black students during apartheid and alma mater of prominent figures such as President Cyril Ramaphosa.
 E552047 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 the North | Statement: [Cyril Ramaphosa, educatedAt, University of the North]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: University of the North
Context triple: [Cyril Ramaphosa, educatedAt, University of the North]
  • A. University of the Northwest
    The University of the Northwest, now known as Morningside College, was a former name of the private liberal arts institution located in Sioux City, Iowa.
  • B. NOVA University
    NOVA University is a public research university in Lisbon, Portugal, known for its innovative teaching, international outlook, and strong programs across fields such as business, science, technology, and social sciences.
  • C. University of New England
    The University of New England is a higher education institution that serves students with a range of undergraduate and postgraduate programs and research activities in the New England region.
  • D. Universidad del Norte
    Universidad del Norte is a prominent private university in Barranquilla, Colombia, recognized for its strong academic programs and regional leadership in higher education and research.
  • E. Strathmore University
    Strathmore University is a leading private university in Kenya known for its strong programs in business, information technology, and law.
  • 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 the North
Triple: [Cyril Ramaphosa, educatedAt, University of the North]
Generated description
The University of the North was a South African higher education institution, historically a key university for Black students during apartheid and alma mater of prominent figures such as President Cyril Ramaphosa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: University of the North
Target entity description: The University of the North was a South African higher education institution, historically a key university for Black students during apartheid and alma mater of prominent figures such as President Cyril Ramaphosa.
  • A. University of the Northwest
    The University of the Northwest, now known as Morningside College, was a former name of the private liberal arts institution located in Sioux City, Iowa.
  • B. NOVA University
    NOVA University is a public research university in Lisbon, Portugal, known for its innovative teaching, international outlook, and strong programs across fields such as business, science, technology, and social sciences.
  • C. University of New England
    The University of New England is a higher education institution that serves students with a range of undergraduate and postgraduate programs and research activities in the New England region.
  • D. Universidad del Norte
    Universidad del Norte is a prominent private university in Barranquilla, Colombia, recognized for its strong academic programs and regional leadership in higher education and research.
  • E. Strathmore University
    Strathmore University is a leading private university in Kenya known for its strong programs in business, information technology, and law.
  • 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_69c0084de39081909eb34e6bed74215a completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c035145a0c8190941945a83a3f2416 completed March 22, 2026, 6:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0a1b052288190ace51e65f1d888ab completed March 23, 2026, 2:13 a.m.
NEDg Description generation batch_69c0a5ab04e481909dca08da3e851088 completed March 23, 2026, 2:30 a.m.
NED2 Entity disambiguation (via description) batch_69c0a63aca6c8190bd33b063c8285e34 completed March 23, 2026, 2:32 a.m.
Created at: March 22, 2026, 3:55 p.m.