Triple

T7907193
Position Surface form Disambiguated ID Type / Status
Subject bin Laden family E183605 entity
Predicate member P10 FINISHED
Object Bakr bin Laden
Bakr bin Laden is a Saudi businessman best known as a prominent member of the bin Laden family and former chairman of the Saudi Binladin Group, one of the largest construction firms in the Middle East.
 E729130 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: Bakr bin Laden | Statement: [bin Laden family, member, Bakr bin Laden]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bakr bin Laden
Context triple: [bin Laden family, member, Bakr bin Laden]
  • A. Salem bin Laden
    Salem bin Laden was a Saudi businessman and the eldest son of Mohammed bin Laden, known for managing the bin Laden family’s vast construction and investment interests until his death in a 1988 plane crash.
  • B. Mohammed bin Awad bin Laden
    Mohammed bin Awad bin Laden was a wealthy Saudi businessman and construction magnate, best known as the founder of the Binladin Group and patriarch of the bin Laden family.
  • C. Yeslam bin Laden
    Yeslam bin Laden is a Saudi businessman and half-brother of Osama bin Laden, known for his involvement in the family’s financial and investment activities.
  • D. Hassan bin Laden
    Hassan bin Laden is one of Osama bin Laden’s sons and a member of the extended bin Laden family.
  • E. Osama bin Laden
    Osama bin Laden was the founder and leader of the militant Islamist organization al-Qaeda and the orchestrator of the September 11, 2001 terrorist attacks in the United States.
  • 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: Bakr bin Laden
Triple: [bin Laden family, member, Bakr bin Laden]
Generated description
Bakr bin Laden is a Saudi businessman best known as a prominent member of the bin Laden family and former chairman of the Saudi Binladin Group, one of the largest construction firms in the Middle East.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bakr bin Laden
Target entity description: Bakr bin Laden is a Saudi businessman best known as a prominent member of the bin Laden family and former chairman of the Saudi Binladin Group, one of the largest construction firms in the Middle East.
  • A. Salem bin Laden
    Salem bin Laden was a Saudi businessman and the eldest son of Mohammed bin Laden, known for managing the bin Laden family’s vast construction and investment interests until his death in a 1988 plane crash.
  • B. Mohammed bin Awad bin Laden
    Mohammed bin Awad bin Laden was a wealthy Saudi businessman and construction magnate, best known as the founder of the Binladin Group and patriarch of the bin Laden family.
  • C. Yeslam bin Laden
    Yeslam bin Laden is a Saudi businessman and half-brother of Osama bin Laden, known for his involvement in the family’s financial and investment activities.
  • D. Hassan bin Laden
    Hassan bin Laden is one of Osama bin Laden’s sons and a member of the extended bin Laden family.
  • E. Osama bin Laden
    Osama bin Laden was the founder and leader of the militant Islamist organization al-Qaeda and the orchestrator of the September 11, 2001 terrorist attacks in the United States.
  • 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_69ca828dec0c81908b8f55a4dbbb53ff completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3a5871b8819087ad69c116c40091 completed March 31, 2026, 3:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69cde6a2bdd08190897705615109dae0 completed April 2, 2026, 3:46 a.m.
NEDg Description generation batch_69cdeb1fa7308190810b1fcc2184374a completed April 2, 2026, 4:05 a.m.
NED2 Entity disambiguation (via description) batch_69cdec3081d88190ad0699f9072d3fc7 completed April 2, 2026, 4:10 a.m.
Created at: March 30, 2026, 5:03 p.m.