Triple
T1728627
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | American University in Cairo |
E37556
|
entity |
| Predicate | alumni |
P51
|
FINISHED |
| Object |
Youssef Boutros-Ghali
Youssef Boutros-Ghali is an Egyptian economist and former Minister of Finance known for leading major economic reform and liberalization efforts in Egypt during the 2000s.
|
E195274
|
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: Youssef Boutros-Ghali | Statement: [American University in Cairo, alumni, Youssef Boutros-Ghali]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Youssef Boutros-Ghali Context triple: [American University in Cairo, alumni, Youssef Boutros-Ghali]
-
A.
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.
-
B.
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.
-
C.
Javier Pérez de Cuéllar
Javier Pérez de Cuéllar was a Peruvian diplomat who served as the fifth Secretary-General of the United Nations from 1982 to 1991.
-
D.
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.
-
E.
Luceal Guterres
Luceal Guterres is the wife of António Guterres, the Portuguese politician and diplomat serving as Secretary-General of the United Nations.
- 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: Youssef Boutros-Ghali Triple: [American University in Cairo, alumni, Youssef Boutros-Ghali]
Generated description
Youssef Boutros-Ghali is an Egyptian economist and former Minister of Finance known for leading major economic reform and liberalization efforts in Egypt during the 2000s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Youssef Boutros-Ghali Target entity description: Youssef Boutros-Ghali is an Egyptian economist and former Minister of Finance known for leading major economic reform and liberalization efforts in Egypt during the 2000s.
-
A.
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.
-
B.
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.
-
C.
Javier Pérez de Cuéllar
Javier Pérez de Cuéllar was a Peruvian diplomat who served as the fifth Secretary-General of the United Nations from 1982 to 1991.
-
D.
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.
-
E.
Luceal Guterres
Luceal Guterres is the wife of António Guterres, the Portuguese politician and diplomat serving as Secretary-General of the United Nations.
- 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_69a8861acab88190bb43cde203429399 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69abaffc4e5c81908ce0b9cfe833445e |
completed | March 7, 2026, 4:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad8af6b034819087f6d168b9f5249a |
completed | March 8, 2026, 2:43 p.m. |
| NEDg | Description generation | batch_69ad979ce880819089daecbc8455ec84 |
completed | March 8, 2026, 3:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad9ba92a848190918a8748fb65348a |
completed | March 8, 2026, 3:54 p.m. |
Created at: March 4, 2026, 7:30 p.m.