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.