Triple

T213363
Position Surface form Disambiguated ID Type / Status
Subject Egyptian Armed Forces E4763 entity
Predicate hasMilitaryIndustry P8528 FINISHED
Object 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.
 E27205 NE FINISHED

How this triple was built (5 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 Organization for Industrialization | Statement: [Egyptian Armed Forces, hasMilitaryIndustry, Arab Organization for Industrialization]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arab Organization for Industrialization
Context triple: [Egyptian Armed Forces, hasMilitaryIndustry, Arab Organization for Industrialization]
  • A. Arab Fund for Economic and Social Development
    The Arab Fund for Economic and Social Development is a regional financial institution that provides development financing and support to promote economic and social progress in Arab countries.
  • B. Arab Labor Organization
    The Arab Labor Organization is a specialized Arab League body that promotes labor standards, employment policies, and social protection across Arab member states.
  • C. Arab Organization for Agricultural Development
    The Arab Organization for Agricultural Development is a specialized Arab intergovernmental body that works to enhance agricultural development, food security, and rural sustainability across member states of the Arab League.
  • D. Arab League Educational, Cultural and Scientific Organization
    The Arab League Educational, Cultural and Scientific Organization (ALECSO) is a specialized agency of the Arab League dedicated to promoting education, culture, science, and the preservation of Arab heritage across member states.
  • E. United Nations Industrial Development Organization
    The United Nations Industrial Development Organization is a UN specialized agency that promotes inclusive and sustainable industrial development to reduce poverty and support economic growth in developing countries.
  • 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 Organization for Industrialization
Triple: [Egyptian Armed Forces, hasMilitaryIndustry, Arab Organization for Industrialization]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arab Organization for Industrialization
Target entity description: 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.
  • A. Arab Fund for Economic and Social Development
    The Arab Fund for Economic and Social Development is a regional financial institution that provides development financing and support to promote economic and social progress in Arab countries.
  • B. Arab Labor Organization
    The Arab Labor Organization is a specialized Arab League body that promotes labor standards, employment policies, and social protection across Arab member states.
  • C. Arab Organization for Agricultural Development
    The Arab Organization for Agricultural Development is a specialized Arab intergovernmental body that works to enhance agricultural development, food security, and rural sustainability across member states of the Arab League.
  • D. Arab League Educational, Cultural and Scientific Organization
    The Arab League Educational, Cultural and Scientific Organization (ALECSO) is a specialized agency of the Arab League dedicated to promoting education, culture, science, and the preservation of Arab heritage across member states.
  • E. United Nations Industrial Development Organization
    The United Nations Industrial Development Organization is a UN specialized agency that promotes inclusive and sustainable industrial development to reduce poverty and support economic growth in developing countries.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: hasMilitaryIndustry
Context triple: [Egyptian Armed Forces, hasMilitaryIndustry, Arab Organization for Industrialization]
  • A. hasMilitaryBase
    Indicates that one entity possesses, hosts, or contains a military base associated with or located on another entity.
  • B. isMajorIndustrialEconomy
    Indicates that an entity is one of the world’s leading industrialized economies, characterized by large-scale industrial output and significant influence in global economic activity.
  • C. militaryTechnology
    Indicates that one entity is a type of military-related technology used for defense, combat, or warfare purposes.
  • D. hasMilitaryBranch
    Indicates that an entity is associated with, served in, or is part of a specific branch of a military organization.
  • E. militaryCharacteristic
    Indicates that one entity possesses a specific military-related attribute, quality, or feature in relation to another entity or context.
  • F. None of above. chosen

Provenance (7 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_69a2575cb1dc8190a01ad332426dc339 completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25c313d108190a65d3e939f961bef completed Feb. 28, 2026, 3:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69a338e8432081909c1b924250751022 completed Feb. 28, 2026, 6:50 p.m.
NEDg Description generation batch_69a339955c1081909ab38da591b836cf completed Feb. 28, 2026, 6:53 p.m.
NED2 Entity disambiguation (via description) batch_69a33a1d394c8190a9e1d686e20f1ade completed Feb. 28, 2026, 6:55 p.m.
PD Predicate disambiguation batch_69a25b509400819093a6c1a1bac861e3 completed Feb. 28, 2026, 3:04 a.m.
PDg Predicate description generation batch_69a25c036b54819090a101c4cbdbcff7 completed Feb. 28, 2026, 3:07 a.m.
Created at: Feb. 28, 2026, 2:52 a.m.