Triple

T7907173
Position Surface form Disambiguated ID Type / Status
Subject Mohammed bin Awad bin Laden E183605 entity
Predicate founded P104 FINISHED
Object Saudi Binladin Group
Saudi Binladin Group is a major Saudi construction conglomerate known for its large-scale infrastructure and religious site development projects across Saudi Arabia and the broader Middle East.
E696577 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: Saudi Binladin Group | Statement: [Mohammed bin Awad bin Laden, founded, Saudi Binladin Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Saudi Binladin Group
Context triple: [Mohammed bin Awad bin Laden, founded, Saudi Binladin Group]
  • A. Dubai Holding
    Dubai Holding is a global investment conglomerate based in Dubai, active across sectors such as real estate, hospitality, telecommunications, and financial services, and playing a major role in the emirate’s economic development.
  • B. Al Habtoor Engineering
    Al Habtoor Engineering is a major UAE-based construction company known for delivering large-scale, high-profile projects in Dubai and the wider region.
  • C. Abu Dhabi United Group
    Abu Dhabi United Group is a private investment company owned by Sheikh Mansour bin Zayed Al Nahyan, best known for its ownership and funding of Manchester City Football Club and related football ventures.
  • D. Dubai World
    Dubai World is a Dubai-based global investment holding company that manages a diverse portfolio of businesses in sectors such as ports, real estate, and hospitality.
  • E. Al Mana Group
    Al Mana Group is a Qatar-based conglomerate involved in diverse sectors such as retail, real estate, automotive, and hospitality across the Middle East and beyond.
  • 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: Saudi Binladin Group
Triple: [Mohammed bin Awad bin Laden, founded, Saudi Binladin Group]
Generated description
Saudi Binladin Group is a major Saudi construction conglomerate known for its large-scale infrastructure and religious site development projects across Saudi Arabia and the broader Middle East.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Saudi Binladin Group
Target entity description: Saudi Binladin Group is a major Saudi construction conglomerate known for its large-scale infrastructure and religious site development projects across Saudi Arabia and the broader Middle East.
  • A. Dubai Holding
    Dubai Holding is a global investment conglomerate based in Dubai, active across sectors such as real estate, hospitality, telecommunications, and financial services, and playing a major role in the emirate’s economic development.
  • B. Al Habtoor Engineering
    Al Habtoor Engineering is a major UAE-based construction company known for delivering large-scale, high-profile projects in Dubai and the wider region.
  • C. Abu Dhabi United Group
    Abu Dhabi United Group is a private investment company owned by Sheikh Mansour bin Zayed Al Nahyan, best known for its ownership and funding of Manchester City Football Club and related football ventures.
  • D. Dubai World
    Dubai World is a Dubai-based global investment holding company that manages a diverse portfolio of businesses in sectors such as ports, real estate, and hospitality.
  • E. Al Mana Group
    Al Mana Group is a Qatar-based conglomerate involved in diverse sectors such as retail, real estate, automotive, and hospitality across the Middle East and beyond.
  • 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_69cb5bd0024c81909679a45612bcb1a7 completed March 31, 2026, 5:29 a.m.
NEDg Description generation batch_69cb5f1f864c819086d3a2b04061ead0 completed March 31, 2026, 5:43 a.m.
NED2 Entity disambiguation (via description) batch_69cb76aede388190a56e066c3302c35e completed March 31, 2026, 7:24 a.m.
Created at: March 30, 2026, 5:03 p.m.