Triple

T20022841
Position Surface form Disambiguated ID Type / Status
Subject Gresham College E494903 entity
Predicate hasNotableProfessor P13831 FINISHED
Object Nemat Shafik
Nemat Shafik is an Egyptian-born British-American economist and academic leader who has served in top roles at institutions such as the World Bank, the International Monetary Fund, the Bank of England, the London School of Economics, and Columbia University.
E1406795 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: Nemat Shafik | Statement: [Gresham College, hasNotableProfessor, Nemat Shafik]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nemat Shafik
Context triple: [Gresham College, hasNotableProfessor, Nemat Shafik]
  • A. Zakaria Goneim
    Zakaria Goneim was an Egyptian archaeologist best known for uncovering the unfinished Step Pyramid of Sekhemkhet at Saqqara in the 1950s.
  • B. Abdel Moneim Aboul Fotouh
    Abdel Moneim Aboul Fotouh is an Egyptian physician and moderate Islamist politician who emerged as a prominent independent reformist figure during Egypt’s post-2011 revolutionary period.
  • C. Ahmed Shafik
    Ahmed Shafik is an Egyptian politician and former air force commander who briefly served as Egypt’s prime minister during the 2011 revolution.
  • D. Fares Fares
    Fares Fares is a Swedish-Lebanese actor known for his roles in Scandinavian crime films and international productions such as the "Department Q" series and the TV show "Westworld."
  • E. Gamal Salem
    Gamal Salem was an Egyptian military officer and politician who played a key role in the 1952 revolution and the early years of Gamal Abdel Nasser’s rule.
  • 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: Nemat Shafik
Triple: [Gresham College, hasNotableProfessor, Nemat Shafik]
Generated description
Nemat Shafik is an Egyptian-born British-American economist and academic leader who has served in top roles at institutions such as the World Bank, the International Monetary Fund, the Bank of England, the London School of Economics, and Columbia University.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nemat Shafik
Target entity description: Nemat Shafik is an Egyptian-born British-American economist and academic leader who has served in top roles at institutions such as the World Bank, the International Monetary Fund, the Bank of England, the London School of Economics, and Columbia University.
  • A. Zakaria Goneim
    Zakaria Goneim was an Egyptian archaeologist best known for uncovering the unfinished Step Pyramid of Sekhemkhet at Saqqara in the 1950s.
  • B. Abdel Moneim Aboul Fotouh
    Abdel Moneim Aboul Fotouh is an Egyptian physician and moderate Islamist politician who emerged as a prominent independent reformist figure during Egypt’s post-2011 revolutionary period.
  • C. Ahmed Shafik
    Ahmed Shafik is an Egyptian politician and former air force commander who briefly served as Egypt’s prime minister during the 2011 revolution.
  • D. Fares Fares
    Fares Fares is a Swedish-Lebanese actor known for his roles in Scandinavian crime films and international productions such as the "Department Q" series and the TV show "Westworld."
  • E. Gamal Salem
    Gamal Salem was an Egyptian military officer and politician who played a key role in the 1952 revolution and the early years of Gamal Abdel Nasser’s rule.
  • 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_69da626bfd288190aa5d65098b6433ae completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e66288fc18819083833b55c5e069a6 completed April 20, 2026, 5:29 p.m.
NED1 Entity disambiguation (via context triple) batch_6a080e2d32008190a770addba6e44adb completed May 16, 2026, 6:26 a.m.
NEDg Description generation batch_6a080ec9c56481908b69834b5a1ae105 completed May 16, 2026, 6:29 a.m.
NED2 Entity disambiguation (via description) batch_6a080f6e218c8190b4c7b0d5de9f984c completed May 16, 2026, 6:32 a.m.
Created at: April 11, 2026, 3:35 p.m.