Triple

T18561345
Position Surface form Disambiguated ID Type / Status
Subject Ahmed Shafik E453647 entity
Predicate familyName P18 FINISHED
Object Shafik
Shafik is a surname of Arabic origin borne by various notable individuals, including Egyptian politician Ahmed Shafik.
E1333133 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: Shafik | Statement: [Ahmed Shafik, familyName, Shafik]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shafik
Context triple: [Ahmed Shafik, familyName, Shafik]
  • A. Fayez
    Fayez is an Arabic male given name commonly used in the Middle East and North Africa, meaning "victorious" or "successful."
  • B. Diyarb Negm
    Diyarb Negm is a town in Egypt known as one of the urban centers within the country's Sharqia Governorate in the Nile Delta region.
  • C. Şefik
    Şefik is the given name of the prominent Ottoman statesman and reformer Midhat Pasha, a key architect of the Ottoman constitution of 1876.
  • D. Mukhtasar Khalil
    Mukhtasar Khalil is a seminal concise manual of Maliki Islamic jurisprudence that became one of the most authoritative and widely studied legal texts in the Maliki school.
  • E. Sayyaf
    Sayyaf is a surname most prominently associated with Abdul Rasul Sayyaf, an influential Afghan Islamist leader and former mujahideen commander.
  • 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: Shafik
Triple: [Ahmed Shafik, familyName, Shafik]
Generated description
Shafik is a surname of Arabic origin borne by various notable individuals, including Egyptian politician Ahmed Shafik.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shafik
Target entity description: Shafik is a surname of Arabic origin borne by various notable individuals, including Egyptian politician Ahmed Shafik.
  • A. Fayez
    Fayez is an Arabic male given name commonly used in the Middle East and North Africa, meaning "victorious" or "successful."
  • B. Diyarb Negm
    Diyarb Negm is a town in Egypt known as one of the urban centers within the country's Sharqia Governorate in the Nile Delta region.
  • C. Şefik
    Şefik is the given name of the prominent Ottoman statesman and reformer Midhat Pasha, a key architect of the Ottoman constitution of 1876.
  • D. Mukhtasar Khalil
    Mukhtasar Khalil is a seminal concise manual of Maliki Islamic jurisprudence that became one of the most authoritative and widely studied legal texts in the Maliki school.
  • E. Sayyaf
    Sayyaf is a surname most prominently associated with Abdul Rasul Sayyaf, an influential Afghan Islamist leader and former mujahideen commander.
  • 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_69d8d38974308190a9174430ef256b73 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5380a46f08190afe7ca2ddfe209d5 completed April 19, 2026, 8:16 p.m.
NED1 Entity disambiguation (via context triple) batch_6a05037361208190acd4f49c77e5c34c completed May 13, 2026, 11:04 p.m.
NEDg Description generation batch_6a050455e6e8819084927b1c2d4a5237 completed May 13, 2026, 11:08 p.m.
NED2 Entity disambiguation (via description) batch_6a0505cbc11481908e61d90dd64f6212 completed May 13, 2026, 11:14 p.m.
Created at: April 10, 2026, 11:42 a.m.