Triple

T19705
Position Surface form Disambiguated ID Type / Status
Subject Cairo University E391 entity
Predicate notableAlumni P51 FINISHED
Object Boutros Boutros-Ghali
Boutros Boutros-Ghali was an Egyptian diplomat and statesman best known for serving as the sixth Secretary-General of the United Nations from 1992 to 1996.
E3716 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: Boutros Boutros-Ghali | Statement: [Cairo University, notableAlumni, Boutros Boutros-Ghali]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Boutros Boutros-Ghali
Context triple: [Cairo University, notableAlumni, Boutros Boutros-Ghali]
  • A. António Guterres
    António Guterres is a Portuguese politician and diplomat who has served as the ninth Secretary-General of the United Nations and was formerly Prime Minister of Portugal and UN High Commissioner for Refugees.
  • B. Henry A. Kissinger
    Henry A. Kissinger was a German-born American diplomat and political scientist who served as U.S. National Security Advisor and Secretary of State, playing a central role in shaping Cold War foreign policy and détente.
  • C. Ismail Serageldin
    Ismail Serageldin is an Egyptian scholar and former vice president of the World Bank, best known as the founding director of the Bibliotheca Alexandrina and a prominent advocate for science, development, and cultural heritage.
  • D. Trygve Lie
    Trygve Lie was a Norwegian politician and diplomat who became the first Secretary-General of the United Nations, serving from 1946 to 1952.
  • E. Robert McNamara
    Robert McNamara was a prominent American business executive and U.S. Secretary of Defense best known for his central role in shaping U.S. strategy during the Vietnam War and later leadership of the World Bank.
  • 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: Boutros Boutros-Ghali
Triple: [Cairo University, notableAlumni, Boutros Boutros-Ghali]
Generated description
Boutros Boutros-Ghali was an Egyptian diplomat and statesman best known for serving as the sixth Secretary-General of the United Nations from 1992 to 1996.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Boutros Boutros-Ghali
Target entity description: Boutros Boutros-Ghali was an Egyptian diplomat and statesman best known for serving as the sixth Secretary-General of the United Nations from 1992 to 1996.
  • A. António Guterres
    António Guterres is a Portuguese politician and diplomat who has served as the ninth Secretary-General of the United Nations and was formerly Prime Minister of Portugal and UN High Commissioner for Refugees.
  • B. Henry A. Kissinger
    Henry A. Kissinger was a German-born American diplomat and political scientist who served as U.S. National Security Advisor and Secretary of State, playing a central role in shaping Cold War foreign policy and détente.
  • C. Ismail Serageldin
    Ismail Serageldin is an Egyptian scholar and former vice president of the World Bank, best known as the founding director of the Bibliotheca Alexandrina and a prominent advocate for science, development, and cultural heritage.
  • D. Trygve Lie
    Trygve Lie was a Norwegian politician and diplomat who became the first Secretary-General of the United Nations, serving from 1946 to 1952.
  • E. Robert McNamara
    Robert McNamara was a prominent American business executive and U.S. Secretary of Defense best known for his central role in shaping U.S. strategy during the Vietnam War and later leadership of the World Bank.
  • 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_69a240778d288190815c0052ebbbcc91 completed Feb. 28, 2026, 1:10 a.m.
NER Named-entity recognition batch_69a2481e91c88190ad0fb09cddc5f446 completed Feb. 28, 2026, 1:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69a24e57e3fc8190a3ce561a4692115c completed Feb. 28, 2026, 2:09 a.m.
NEDg Description generation batch_69a24ede3374819089e7fae28c6c9d63 completed Feb. 28, 2026, 2:11 a.m.
NED2 Entity disambiguation (via description) batch_69a24fc8a2a881909e5ae2e03757fbec completed Feb. 28, 2026, 2:15 a.m.
Created at: Feb. 28, 2026, 1:14 a.m.