Triple

T4544509
Position Surface form Disambiguated ID Type / Status
Subject January 25 Uprising E110013 entity
Predicate hasKeyFigure P810 FINISHED
Object 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.
E453647 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: Ahmed Shafik | Statement: [January 25 Uprising, hasKeyFigure, Ahmed Shafik]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ahmed Shafik
Context triple: [January 25 Uprising, hasKeyFigure, Ahmed Shafik]
  • A. Ahmed Aboul Gheit
    Ahmed Aboul Gheit is an Egyptian diplomat and former foreign minister who serves as the Secretary-General of the Arab League.
  • B. Adly Mansour
    Adly Mansour is an Egyptian judge and politician who served as the interim President of Egypt following the 2013 ouster of Mohamed Morsi.
  • C. Omar Suleiman
    Omar Suleiman was an Egyptian intelligence chief and longtime close aide to President Hosni Mubarak who briefly became vice president during the 2011 Egyptian revolution.
  • D. Mahmoud Riad
    Mahmoud Riad was an Egyptian diplomat and statesman who played a prominent role in Arab politics, particularly during the mid-20th century conflicts and negotiations involving the Arab-Israeli dispute.
  • E. Abdel Fattah el-Sisi
    Abdel Fattah el-Sisi is the president of Egypt and a former military officer who rose to power after leading the ouster of Mohamed Morsi in 2013.
  • 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: Ahmed Shafik
Triple: [January 25 Uprising, hasKeyFigure, Ahmed Shafik]
Generated description
Ahmed Shafik is an Egyptian politician and former air force commander who briefly served as Egypt’s prime minister during the 2011 revolution.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ahmed Shafik
Target entity description: Ahmed Shafik is an Egyptian politician and former air force commander who briefly served as Egypt’s prime minister during the 2011 revolution.
  • A. Ahmed Aboul Gheit
    Ahmed Aboul Gheit is an Egyptian diplomat and former foreign minister who serves as the Secretary-General of the Arab League.
  • B. Adly Mansour
    Adly Mansour is an Egyptian judge and politician who served as the interim President of Egypt following the 2013 ouster of Mohamed Morsi.
  • C. Omar Suleiman
    Omar Suleiman was an Egyptian intelligence chief and longtime close aide to President Hosni Mubarak who briefly became vice president during the 2011 Egyptian revolution.
  • D. Mahmoud Riad
    Mahmoud Riad was an Egyptian diplomat and statesman who played a prominent role in Arab politics, particularly during the mid-20th century conflicts and negotiations involving the Arab-Israeli dispute.
  • E. Abdel Fattah el-Sisi
    Abdel Fattah el-Sisi is the president of Egypt and a former military officer who rose to power after leading the ouster of Mohamed Morsi in 2013.
  • 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_69bd4412524c8190be5bcc9ddee91848 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd57d62a8481909d5d803a582c76a1 completed March 20, 2026, 2:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdd3968b4c819082314a0dd9fb4202 completed March 20, 2026, 11:09 p.m.
NEDg Description generation batch_69bdd53c2ddc8190b73a31f9bb74be3e completed March 20, 2026, 11:16 p.m.
NED2 Entity disambiguation (via description) batch_69bdd563a7fc8190a7091add8ef0e717 completed March 20, 2026, 11:16 p.m.
Created at: March 20, 2026, 1:05 p.m.