Triple

T1728592
Position Surface form Disambiguated ID Type / Status
Subject American University in Cairo E37556 entity
Predicate president P8 FINISHED
Object Ahmad S. Dallal
Ahmad S. Dallal is a prominent scholar of Islamic studies and higher education leader known for his academic work and senior administrative roles at major universities in the Middle East and the United States.
E221581 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: Ahmad S. Dallal | Statement: [American University in Cairo, president, Ahmad S. Dallal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ahmad S. Dallal
Context triple: [American University in Cairo, president, Ahmad S. Dallal]
  • A. Salim Alwan
    Salim Alwan is a wealthy, middle-aged businessman in Naguib Mahfouz’s novel "Midaq Alley," whose prosperity and romantic entanglements highlight the social and moral tensions of the alley’s community.
  • B. Hassan Aref
    Hassan Aref was a prominent physicist and engineer known for his pioneering contributions to fluid dynamics, particularly in vortex dynamics and chaotic advection.
  • C. Abdul Khalek Hassouna
    Abdul Khalek Hassouna was an Egyptian diplomat who served as a long-time Secretary-General of the Arab League during the mid-20th century, playing a key role in regional Arab politics and diplomacy.
  • D. Nawaf Salam
    Nawaf Salam is a Lebanese diplomat, jurist, and former UN ambassador who serves as President of the International Court of Justice.
  • E. Zakaria Mohieddin
    Zakaria Mohieddin was an Egyptian military officer and politician who played a key role in the 1952 revolution and later served in senior positions under President Gamal Abdel Nasser, including as vice president and prime minister.
  • 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: Ahmad S. Dallal
Triple: [American University in Cairo, president, Ahmad S. Dallal]
Generated description
Ahmad S. Dallal is a prominent scholar of Islamic studies and higher education leader known for his academic work and senior administrative roles at major universities in the Middle East and the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ahmad S. Dallal
Target entity description: Ahmad S. Dallal is a prominent scholar of Islamic studies and higher education leader known for his academic work and senior administrative roles at major universities in the Middle East and the United States.
  • A. Salim Alwan
    Salim Alwan is a wealthy, middle-aged businessman in Naguib Mahfouz’s novel "Midaq Alley," whose prosperity and romantic entanglements highlight the social and moral tensions of the alley’s community.
  • B. Hassan Aref
    Hassan Aref was a prominent physicist and engineer known for his pioneering contributions to fluid dynamics, particularly in vortex dynamics and chaotic advection.
  • C. Abdul Khalek Hassouna
    Abdul Khalek Hassouna was an Egyptian diplomat who served as a long-time Secretary-General of the Arab League during the mid-20th century, playing a key role in regional Arab politics and diplomacy.
  • D. Nawaf Salam
    Nawaf Salam is a Lebanese diplomat, jurist, and former UN ambassador who serves as President of the International Court of Justice.
  • E. Zakaria Mohieddin
    Zakaria Mohieddin was an Egyptian military officer and politician who played a key role in the 1952 revolution and later served in senior positions under President Gamal Abdel Nasser, including as vice president and prime minister.
  • 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_69aa637da7048190a06f2eec6cb87f70 completed March 6, 2026, 5:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae030371e88190982c822a460d3e47 completed March 8, 2026, 11:15 p.m.
NEDg Description generation batch_69ae039a7c948190b8b4b4c2045007d3 completed March 8, 2026, 11:17 p.m.
NED2 Entity disambiguation (via description) batch_69ae04253a80819092c112faddec1de1 completed March 8, 2026, 11:20 p.m.
Created at: March 4, 2026, 7:30 p.m.