Triple

T14512947
Position Surface form Disambiguated ID Type / Status
Subject GSO E340442 entity
Predicate cooperatesWith P435 FINISHED
Object Arab Industrial Development and Mining Organization
The Arab Industrial Development and Mining Organization is a specialized Arab intergovernmental body that promotes industrial development, mining cooperation, and technological advancement among member states.
E1102739 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: Arab Industrial Development and Mining Organization | Statement: [GSO, cooperatesWith, Arab Industrial Development and Mining Organization]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arab Industrial Development and Mining Organization
Context triple: [GSO, cooperatesWith, Arab Industrial Development and Mining Organization]
  • A. Arab Organization for Industrialization
    The Arab Organization for Industrialization is a major Egyptian state-owned conglomerate that develops and manufactures military and civilian industrial products, serving as a key pillar of Egypt’s defense and technological capabilities.
  • B. Industrial Development Authority of Egypt
    The Industrial Development Authority of Egypt is a governmental body responsible for planning, regulating, and promoting industrial development and investment across Egypt’s industrial zones.
  • C. Saudi Arabian Mining Company (Ma’aden)
    Saudi Arabian Mining Company (Ma’aden) is Saudi Arabia’s state-backed mining giant, focused on developing the kingdom’s mineral resources and expanding its global presence in commodities such as phosphate, gold, and aluminum.
  • D. Arab British Dynamics Company
    Arab British Dynamics Company is a defense and aerospace manufacturer in Egypt, known for producing missiles and related military systems as part of the Arab Organization for Industrialization.
  • E. Arabtec
    Arabtec is a major United Arab Emirates–based construction company known for building landmark projects, including some of the world’s tallest and most iconic skyscrapers.
  • 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: Arab Industrial Development and Mining Organization
Triple: [GSO, cooperatesWith, Arab Industrial Development and Mining Organization]
Generated description
The Arab Industrial Development and Mining Organization is a specialized Arab intergovernmental body that promotes industrial development, mining cooperation, and technological advancement among member states.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arab Industrial Development and Mining Organization
Target entity description: The Arab Industrial Development and Mining Organization is a specialized Arab intergovernmental body that promotes industrial development, mining cooperation, and technological advancement among member states.
  • A. Arab Organization for Industrialization
    The Arab Organization for Industrialization is a major Egyptian state-owned conglomerate that develops and manufactures military and civilian industrial products, serving as a key pillar of Egypt’s defense and technological capabilities.
  • B. Industrial Development Authority of Egypt
    The Industrial Development Authority of Egypt is a governmental body responsible for planning, regulating, and promoting industrial development and investment across Egypt’s industrial zones.
  • C. Saudi Arabian Mining Company (Ma’aden)
    Saudi Arabian Mining Company (Ma’aden) is Saudi Arabia’s state-backed mining giant, focused on developing the kingdom’s mineral resources and expanding its global presence in commodities such as phosphate, gold, and aluminum.
  • D. Arab British Dynamics Company
    Arab British Dynamics Company is a defense and aerospace manufacturer in Egypt, known for producing missiles and related military systems as part of the Arab Organization for Industrialization.
  • E. Arabtec
    Arabtec is a major United Arab Emirates–based construction company known for building landmark projects, including some of the world’s tallest and most iconic skyscrapers.
  • 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_69d822d9c0408190b9a2b3643e58bb4d completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69de9a6c6054819086b4c0ce1d83fdc5 completed April 14, 2026, 7:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd6da48b2c8190a906965a7ebcb607 completed May 8, 2026, 4:59 a.m.
NEDg Description generation batch_69fd6f94fd608190bf874869ff15fdf5 completed May 8, 2026, 5:07 a.m.
NED2 Entity disambiguation (via description) batch_69fd7041102c8190bc6f3d3011004d7a completed May 8, 2026, 5:10 a.m.
Created at: April 10, 2026, 1:21 a.m.