Triple

T4986071
Position Surface form Disambiguated ID Type / Status
Subject Egyptian presidential election, 2012 E112004 entity
Predicate firstRoundLeadingCandidates P15657 FINISHED
Object Hamdeen Sabahi
Hamdeen Sabahi is an Egyptian leftist politician and Nasserist opposition figure who gained prominence as a leading candidate in the 2012 presidential election.
E492406 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: Hamdeen Sabahi | Statement: [Egyptian presidential election, 2012, firstRoundLeadingCandidates, Hamdeen Sabahi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hamdeen Sabahi
Context triple: [Egyptian presidential election, 2012, firstRoundLeadingCandidates, Hamdeen Sabahi]
  • A. Ayman Nour
    Ayman Nour is an Egyptian liberal politician and opposition leader known for challenging Hosni Mubarak’s rule and advocating for democratic reforms.
  • B. Mahmoud Jibril
    Mahmoud Jibril was a Libyan politician and technocrat who led the National Transitional Council’s executive board and became a key civilian leader of the opposition during the 2011 uprising against Muammar Gaddafi.
  • C. Abdel Hakim Amer
    Abdel Hakim Amer was an Egyptian military officer and close ally of President Gamal Abdel Nasser who served as Egypt’s top commander during the 1950s and 1960s, playing a central role in key conflicts including the Suez Crisis.
  • D. Mohamed Morsi
    Mohamed Morsi was an Egyptian engineer and politician who became the country’s first democratically elected president in 2012 before being ousted by the military the following year.
  • E. Ahmed Aboul Gheit
    Ahmed Aboul Gheit is an Egyptian diplomat and former foreign minister who serves as the Secretary-General of the Arab League.
  • 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: Hamdeen Sabahi
Triple: [Egyptian presidential election, 2012, firstRoundLeadingCandidates, Hamdeen Sabahi]
Generated description
Hamdeen Sabahi is an Egyptian leftist politician and Nasserist opposition figure who gained prominence as a leading candidate in the 2012 presidential election.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hamdeen Sabahi
Target entity description: Hamdeen Sabahi is an Egyptian leftist politician and Nasserist opposition figure who gained prominence as a leading candidate in the 2012 presidential election.
  • A. Ayman Nour
    Ayman Nour is an Egyptian liberal politician and opposition leader known for challenging Hosni Mubarak’s rule and advocating for democratic reforms.
  • B. Mahmoud Jibril
    Mahmoud Jibril was a Libyan politician and technocrat who led the National Transitional Council’s executive board and became a key civilian leader of the opposition during the 2011 uprising against Muammar Gaddafi.
  • C. Abdel Hakim Amer
    Abdel Hakim Amer was an Egyptian military officer and close ally of President Gamal Abdel Nasser who served as Egypt’s top commander during the 1950s and 1960s, playing a central role in key conflicts including the Suez Crisis.
  • D. Mohamed Morsi
    Mohamed Morsi was an Egyptian engineer and politician who became the country’s first democratically elected president in 2012 before being ousted by the military the following year.
  • E. Ahmed Aboul Gheit
    Ahmed Aboul Gheit is an Egyptian diplomat and former foreign minister who serves as the Secretary-General of the Arab League.
  • 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_69bd441be7bc8190b530362d427b97d2 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd77c9fc7c8190b165a5cfd5889ba8 completed March 20, 2026, 4:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69beb0e1132881908fd6a540551e6318 completed March 21, 2026, 2:53 p.m.
NEDg Description generation batch_69beb27c60f081908e3fec76be63cd33 completed March 21, 2026, 3 p.m.
NED2 Entity disambiguation (via description) batch_69beb38026fc81909d8690de521874b5 completed March 21, 2026, 3:04 p.m.
Created at: March 20, 2026, 1:33 p.m.