Triple

T23385493
Position Surface form Disambiguated ID Type / Status
Subject Mamdouh Habib E593865 entity
Predicate givenName P17 FINISHED
Object Mamdouh
Mamdouh is an Arabic masculine given name commonly used in the Middle East and among Arabic-speaking communities worldwide.
E1583180 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: Mamdouh | Statement: [Mamdouh Habib, givenName, Mamdouh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mamdouh
Context triple: [Mamdouh Habib, givenName, Mamdouh]
  • A. Mohieddin
    Mohieddin is an Arabic surname notably borne by Egyptian politician and military officer Khaled Mohieddin.
  • B. Mahmoud
    Mahmoud is a common Arabic male given name widely used across the Middle East and Muslim-majority countries.
  • C. Seif El Dine
    Seif El Dine is an actor known for appearing in the Egyptian film "The Sparrow."
  • D. Marwan
    Marwan is a common Arabic male given name, historically associated with several notable figures in the Arab and Islamic world.
  • E. Abdelhamid
    Abdelhamid is an Arabic masculine given name commonly used across North Africa and the Middle East.
  • 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: Mamdouh
Triple: [Mamdouh Habib, givenName, Mamdouh]
Generated description
Mamdouh is an Arabic masculine given name commonly used in the Middle East and among Arabic-speaking communities worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mamdouh
Target entity description: Mamdouh is an Arabic masculine given name commonly used in the Middle East and among Arabic-speaking communities worldwide.
  • A. Mohieddin
    Mohieddin is an Arabic surname notably borne by Egyptian politician and military officer Khaled Mohieddin.
  • B. Mahmoud
    Mahmoud is a common Arabic male given name widely used across the Middle East and Muslim-majority countries.
  • C. Seif El Dine
    Seif El Dine is an actor known for appearing in the Egyptian film "The Sparrow."
  • D. Marwan
    Marwan is a common Arabic male given name, historically associated with several notable figures in the Arab and Islamic world.
  • E. Abdelhamid
    Abdelhamid is an Arabic masculine given name commonly used across North Africa and the Middle East.
  • 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_69e25d2754fc819085deea939bde60ab completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f1a498286c8190abfa381649812cf0 completed April 29, 2026, 6:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c5de7b5e081908f965d84cb11ed9d completed May 19, 2026, 12:56 p.m.
NEDg Description generation batch_6a0c6086e718819093bbd0f3431739cf completed May 19, 2026, 1:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0c60f685c881909ef5c259da2e661b completed May 19, 2026, 1:09 p.m.
Created at: April 17, 2026, 5:35 p.m.