Triple

T18805813
Position Surface form Disambiguated ID Type / Status
Subject May Calamawy E459869 entity
Predicate portrays P264 FINISHED
Object Layla El-Faouly
Layla El-Faouly is a fictional character in the Marvel Cinematic Universe series "Moon Knight," known as an adventurous archaeologist who becomes the heroic Scarlet Scarab.
E1346810 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: Layla El-Faouly | Statement: [May Calamawy, portrays, Layla El-Faouly]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Layla El-Faouly
Context triple: [May Calamawy, portrays, Layla El-Faouly]
  • A. Yasmine El Rashidi
    Yasmine El Rashidi is an Egyptian writer and journalist known for her essays and reportage on contemporary Egyptian politics and society.
  • B. Zeinab Ashour
    Zeinab Ashour is known as the former wife of Egyptian pop superstar Amr Diab.
  • C. Sherine Khalil
    Sherine Khalil is a person whose given name is associated with the entity Athena.
  • D. Fathia Rizk
    Fathia Rizk, later known as Fathia Nkrumah, was an Egyptian-born First Lady of Ghana and the wife of the country’s first president, Kwame Nkrumah.
  • E. Samira Ibrahim
    Samira Ibrahim is an Egyptian activist known for challenging military abuses and becoming a prominent female voice of the Arab Spring.
  • 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: Layla El-Faouly
Triple: [May Calamawy, portrays, Layla El-Faouly]
Generated description
Layla El-Faouly is a fictional character in the Marvel Cinematic Universe series "Moon Knight," known as an adventurous archaeologist who becomes the heroic Scarlet Scarab.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Layla El-Faouly
Target entity description: Layla El-Faouly is a fictional character in the Marvel Cinematic Universe series "Moon Knight," known as an adventurous archaeologist who becomes the heroic Scarlet Scarab.
  • A. Yasmine El Rashidi
    Yasmine El Rashidi is an Egyptian writer and journalist known for her essays and reportage on contemporary Egyptian politics and society.
  • B. Zeinab Ashour
    Zeinab Ashour is known as the former wife of Egyptian pop superstar Amr Diab.
  • C. Sherine Khalil
    Sherine Khalil is a person whose given name is associated with the entity Athena.
  • D. Fathia Rizk
    Fathia Rizk, later known as Fathia Nkrumah, was an Egyptian-born First Lady of Ghana and the wife of the country’s first president, Kwame Nkrumah.
  • E. Samira Ibrahim
    Samira Ibrahim is an Egyptian activist known for challenging military abuses and becoming a prominent female voice of the Arab Spring.
  • 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_69d8d398c7d4819091cb2f7e48948aeb completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5a3d6d5e081909d8285e52cb753ba completed April 20, 2026, 3:56 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0575aa63288190867ed95aecb75434 completed May 14, 2026, 7:11 a.m.
NEDg Description generation batch_6a0578e4860c8190ad75eceb9a24613e completed May 14, 2026, 7:25 a.m.
NED2 Entity disambiguation (via description) batch_6a0579373644819092e7208ea5ebf8ce completed May 14, 2026, 7:26 a.m.
Created at: April 10, 2026, 11:53 a.m.