Triple

T1275659
Position Surface form Disambiguated ID Type / Status
Subject National Organization for Military Production E27206 entity
Predicate partOf P40 FINISHED
Object Egyptian military–industrial complex
The Egyptian military–industrial complex is the network of state-owned and military-controlled enterprises that produce weapons, equipment, and various civilian goods for Egypt’s armed forces and domestic market.
E145829 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: Egyptian military–industrial complex | Statement: [National Organization for Military Production, partOf, Egyptian military–industrial complex]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Egyptian military–industrial complex
Context triple: [National Organization for Military Production, partOf, Egyptian military–industrial complex]
  • A. Ministry of Defense of Egypt
    The Ministry of Defense of Egypt is the government body responsible for overseeing the Egyptian Armed Forces and managing the country’s national defense and military policy.
  • B. Egyptian Armed Forces
    The Egyptian Armed Forces are the unified military forces of Egypt, comprising its army, navy, air force, and air defense, and are among the largest and most influential militaries in the Middle East.
  • C. Egyptian military administration
    The Egyptian military administration was the governing authority established by Egypt to control and manage the Gaza Strip following the 1948 Arab–Israeli War until Israel's occupation in 1967.
  • D. Egyptian government
    The Egyptian government is the central governing authority of Egypt, responsible for national administration, legislation, and public policy across the country.
  • E. Egyptian Navy
    The Egyptian Navy is the maritime warfare branch of Egypt’s military, responsible for securing the nation’s coastal waters, maritime borders, and strategic interests in the Mediterranean and Red Seas.
  • 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: Egyptian military–industrial complex
Triple: [National Organization for Military Production, partOf, Egyptian military–industrial complex]
Generated description
The Egyptian military–industrial complex is the network of state-owned and military-controlled enterprises that produce weapons, equipment, and various civilian goods for Egypt’s armed forces and domestic market.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Egyptian military–industrial complex
Target entity description: The Egyptian military–industrial complex is the network of state-owned and military-controlled enterprises that produce weapons, equipment, and various civilian goods for Egypt’s armed forces and domestic market.
  • A. Ministry of Defense of Egypt
    The Ministry of Defense of Egypt is the government body responsible for overseeing the Egyptian Armed Forces and managing the country’s national defense and military policy.
  • B. Egyptian Armed Forces
    The Egyptian Armed Forces are the unified military forces of Egypt, comprising its army, navy, air force, and air defense, and are among the largest and most influential militaries in the Middle East.
  • C. Egyptian military administration
    The Egyptian military administration was the governing authority established by Egypt to control and manage the Gaza Strip following the 1948 Arab–Israeli War until Israel's occupation in 1967.
  • D. Egyptian government
    The Egyptian government is the central governing authority of Egypt, responsible for national administration, legislation, and public policy across the country.
  • E. Egyptian Navy
    The Egyptian Navy is the maritime warfare branch of Egypt’s military, responsible for securing the nation’s coastal waters, maritime borders, and strategic interests in the Mediterranean and Red Seas.
  • 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_69a496d3710c8190955dee8bc0dacb50 completed March 1, 2026, 7:43 p.m.
NER Named-entity recognition batch_69a4c08ef32c8190a493c8215946e5dd completed March 1, 2026, 10:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69aca2f6c8a08190ac6b1f477388adbb completed March 7, 2026, 10:13 p.m.
NEDg Description generation batch_69aca38229108190b8cc2e0ef5bc8667 completed March 7, 2026, 10:15 p.m.
NED2 Entity disambiguation (via description) batch_69aca40068f08190a49f9cbb5c78b471 completed March 7, 2026, 10:17 p.m.
Created at: March 1, 2026, 7:50 p.m.