Triple

T15833313
Position Surface form Disambiguated ID Type / Status
Subject صندوق الاستثمارات العامة E383923 entity
Predicate المشاريع_البارزة P52042 FINISHED
Object مشروع نيوم E218502 NE FINISHED

How this triple was built (3 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: مشروع نيوم | Statement: [صندوق الاستثمارات العامة, المشاريع_البارزة, مشروع نيوم]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: مشروع نيوم
Context triple: [صندوق الاستثمارات العامة, المشاريع_البارزة, مشروع نيوم]
  • A. Nova Cite (future city)
    Nova Cite is an imagined futuristic metropolis characterized by advanced technology, sleek architecture, and a visionary urban landscape.
  • B. NEOM chosen
    NEOM is a planned futuristic mega-city and economic zone in northwest Saudi Arabia, designed as a hub for innovation, sustainability, and high-tech industries.
  • C. The Energy Project
    The Energy Project is a consulting and training firm that helps organizations improve performance and employee well-being by managing energy rather than time.
  • D. New Babylon project
    The New Babylon project is a visionary, utopian urban design concept by Constant Nieuwenhuys that imagines a global, labyrinthine city for a future society of free, creative nomads liberated from conventional work and social structures.
  • E. Toshka Project
    The Toshka Project is a large-scale Egyptian land reclamation and irrigation initiative in the Western Desert aimed at expanding agricultural production and relieving population pressure in the Nile Valley.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: المشاريع_البارزة
Context triple: [صندوق الاستثمارات العامة, المشاريع_البارزة, مشروع نيوم]
  • A. infrastructureProjects
    Indicates that there are planned, ongoing, or completed construction or development works related to physical or organizational infrastructure involving the associated entities.
  • B. notableProjectFor chosen
    Indicates that a particular project is especially significant, prominent, or noteworthy for a given entity.
  • C. notableConstructionCenter
    Indicates that a place serves as a significant hub or focal point for construction activity or construction-related operations.
  • D. notableProjectArea
    Indicates that an entity has a significant or distinguished project specifically associated with a particular area or domain.
  • E. projectsOn
    Indicates that one entity casts, directs, or extends itself onto the surface, area, or domain of another entity.
  • F. None of above.

Provenance (4 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_69d86da34c888190976e06c4019d415a completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e11e6670d48190a456581dd951f168 completed April 16, 2026, 5:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffa135be84819084f7c20c2bc01b47 completed May 9, 2026, 9:03 p.m.
PD Predicate disambiguation batch_69e005418f588190824d91ff7974dada completed April 15, 2026, 9:38 p.m.
Created at: April 10, 2026, 4:49 a.m.