Triple

T20675018
Position Surface form Disambiguated ID Type / Status
Subject Jarhead 2: Field of Fire E508134 entity
Predicate castMember P1668 FINISHED
Object Amr El-Bayoumi
Amr El-Bayoumi is an actor known for his role in the war film "Jarhead 2: Field of Fire."
E1443868 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: Amr El-Bayoumi | Statement: [Jarhead 2: Field of Fire, castMember, Amr El-Bayoumi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Amr El-Bayoumi
Context triple: [Jarhead 2: Field of Fire, castMember, Amr El-Bayoumi]
  • A. Nameer El-Kadi
    Nameer El-Kadi is an actor best known for his role in the prehistoric adventure film "Quest for Fire."
  • B. Mamdouh Elssbiay
    Mamdouh Elssbiay, also known as "Big Ramy," is an Egyptian professional bodybuilder renowned for his massive physique and multiple Mr. Olympia titles.
  • C. Nabil Swelim
    Nabil Swelim is an Egyptian archaeologist and Egyptologist known for his excavations and research on Old Kingdom pyramid complexes and necropoleis.
  • D. Nabil Elaraby
    Nabil Elaraby is an Egyptian diplomat and jurist who has served in prominent international roles, including leadership within the Arab League and representation at the United Nations.
  • E. Khaled Mohieddin
    Khaled Mohieddin was an Egyptian military officer, politician, and prominent leftist figure who played a key role in the 1952 revolution that overthrew the monarchy.
  • 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: Amr El-Bayoumi
Triple: [Jarhead 2: Field of Fire, castMember, Amr El-Bayoumi]
Generated description
Amr El-Bayoumi is an actor known for his role in the war film "Jarhead 2: Field of Fire."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Amr El-Bayoumi
Target entity description: Amr El-Bayoumi is an actor known for his role in the war film "Jarhead 2: Field of Fire."
  • A. Nameer El-Kadi
    Nameer El-Kadi is an actor best known for his role in the prehistoric adventure film "Quest for Fire."
  • B. Mamdouh Elssbiay
    Mamdouh Elssbiay, also known as "Big Ramy," is an Egyptian professional bodybuilder renowned for his massive physique and multiple Mr. Olympia titles.
  • C. Nabil Swelim
    Nabil Swelim is an Egyptian archaeologist and Egyptologist known for his excavations and research on Old Kingdom pyramid complexes and necropoleis.
  • D. Nabil Elaraby
    Nabil Elaraby is an Egyptian diplomat and jurist who has served in prominent international roles, including leadership within the Arab League and representation at the United Nations.
  • E. Khaled Mohieddin
    Khaled Mohieddin was an Egyptian military officer, politician, and prominent leftist figure who played a key role in the 1952 revolution that overthrew the monarchy.
  • 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_69e0b4c1164881909a3bf1e3ddb2bc32 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6b5cdbec48190a945261c41d810ce completed April 20, 2026, 11:25 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08cd689f3881908347064014c9a32a completed May 16, 2026, 8:02 p.m.
NEDg Description generation batch_6a08d176c3408190ab1d630fd8da2fc2 completed May 16, 2026, 8:20 p.m.
NED2 Entity disambiguation (via description) batch_6a08d206e6a081909f76b190c8dbc55d completed May 16, 2026, 8:22 p.m.
Created at: April 16, 2026, 11:44 a.m.