Triple

T2360661
Position Surface form Disambiguated ID Type / Status
Subject University of Khartoum E47262 entity
Predicate hasNotableAlumni P51 FINISHED
Object Francis Deng
Francis Deng is a Sudanese diplomat, scholar, and author known for serving as the first UN Special Adviser on the Prevention of Genocide and for his extensive work on conflict resolution and internal displacement.
E258770 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: Francis Deng | Statement: [University of Khartoum, hasNotableAlumni, Francis Deng]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Francis Deng
Context triple: [University of Khartoum, hasNotableAlumni, Francis Deng]
  • A. Kofi Annan
    Kofi Annan was a Ghanaian diplomat who served as Secretary-General of the United Nations from 1997 to 2006 and was a co-recipient of the 2001 Nobel Peace Prize.
  • B. Sergio Vieira de Mello
    Sergio Vieira de Mello was a Brazilian United Nations diplomat renowned for his humanitarian work in conflict zones and his leadership in international peace and human rights efforts.
  • C. Jim Yong Kim
    Jim Yong Kim is a Korean-American physician and global health expert who co-founded the nonprofit Partners In Health and later served as president of the World Bank.
  • D. Luceal Guterres
    Luceal Guterres is the wife of António Guterres, the Portuguese politician and diplomat serving as Secretary-General of the United Nations.
  • E. Ban Ki-moon
    Ban Ki-moon is a South Korean diplomat who served as the eighth Secretary-General of the United Nations from 2007 to 2016.
  • 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: Francis Deng
Triple: [University of Khartoum, hasNotableAlumni, Francis Deng]
Generated description
Francis Deng is a Sudanese diplomat, scholar, and author known for serving as the first UN Special Adviser on the Prevention of Genocide and for his extensive work on conflict resolution and internal displacement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Francis Deng
Target entity description: Francis Deng is a Sudanese diplomat, scholar, and author known for serving as the first UN Special Adviser on the Prevention of Genocide and for his extensive work on conflict resolution and internal displacement.
  • A. Kofi Annan
    Kofi Annan was a Ghanaian diplomat who served as Secretary-General of the United Nations from 1997 to 2006 and was a co-recipient of the 2001 Nobel Peace Prize.
  • B. Sergio Vieira de Mello
    Sergio Vieira de Mello was a Brazilian United Nations diplomat renowned for his humanitarian work in conflict zones and his leadership in international peace and human rights efforts.
  • C. Jim Yong Kim
    Jim Yong Kim is a Korean-American physician and global health expert who co-founded the nonprofit Partners In Health and later served as president of the World Bank.
  • D. Luceal Guterres
    Luceal Guterres is the wife of António Guterres, the Portuguese politician and diplomat serving as Secretary-General of the United Nations.
  • E. Ban Ki-moon
    Ban Ki-moon is a South Korean diplomat who served as the eighth Secretary-General of the United Nations from 2007 to 2016.
  • 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_69a88a1a4a6081908645b0f2914521ab completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abc722ac3c819091f4316a4a166a77 completed March 7, 2026, 6:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae963b84f08190b3ca60db98dd8745 completed March 9, 2026, 9:43 a.m.
NEDg Description generation batch_69ae96fcf538819085fd670cfa726b2e completed March 9, 2026, 9:46 a.m.
NED2 Entity disambiguation (via description) batch_69ae97c82e8c8190a613444ea4ffb5a0 completed March 9, 2026, 9:50 a.m.
Created at: March 4, 2026, 7:55 p.m.