Triple

T9304780
Position Surface form Disambiguated ID Type / Status
Subject F-4E 2020 (Turkey) E223854 entity
Predicate upgradeProgramPartner P70946 FINISHED
Object Israel Aerospace Industries
Israel Aerospace Industries is Israel’s state-owned aerospace and defense company, known for developing and upgrading military aircraft, missiles, satellites, and advanced defense systems for global clients.
E790366 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: Israel Aerospace Industries | Statement: [F-4E 2020 (Turkey), upgradeProgramPartner, Israel Aerospace Industries]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Israel Aerospace Industries
Context triple: [F-4E 2020 (Turkey), upgradeProgramPartner, Israel Aerospace Industries]
  • A. Elbit Systems
    Elbit Systems is an Israeli defense electronics company that develops and manufactures a wide range of military systems, including advanced weapons, avionics, and surveillance technologies.
  • B. Rafael Advanced Defense Systems
    Rafael Advanced Defense Systems is an Israeli defense technology company known for developing advanced weapon systems, including precision targeting pods, air defense systems, and missile technologies.
  • C. Thales Defence & Security
    Thales Defence & Security is a division of the Thales Group specializing in advanced defense, security, and mission-critical technologies for military and governmental customers worldwide.
  • D. Israeli Civil Aviation Authority
    The Israeli Civil Aviation Authority is the national government body responsible for regulating and overseeing civil aviation safety, security, and standards in Israel.
  • E. Denel Dynamics
    Denel Dynamics is a South African defense technology company specializing in the design and manufacture of advanced missile and unmanned aerial systems.
  • 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: Israel Aerospace Industries
Triple: [F-4E 2020 (Turkey), upgradeProgramPartner, Israel Aerospace Industries]
Generated description
Israel Aerospace Industries is Israel’s state-owned aerospace and defense company, known for developing and upgrading military aircraft, missiles, satellites, and advanced defense systems for global clients.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Israel Aerospace Industries
Target entity description: Israel Aerospace Industries is Israel’s state-owned aerospace and defense company, known for developing and upgrading military aircraft, missiles, satellites, and advanced defense systems for global clients.
  • A. Elbit Systems
    Elbit Systems is an Israeli defense electronics company that develops and manufactures a wide range of military systems, including advanced weapons, avionics, and surveillance technologies.
  • B. Rafael Advanced Defense Systems
    Rafael Advanced Defense Systems is an Israeli defense technology company known for developing advanced weapon systems, including precision targeting pods, air defense systems, and missile technologies.
  • C. Thales Defence & Security
    Thales Defence & Security is a division of the Thales Group specializing in advanced defense, security, and mission-critical technologies for military and governmental customers worldwide.
  • D. Israeli Civil Aviation Authority
    The Israeli Civil Aviation Authority is the national government body responsible for regulating and overseeing civil aviation safety, security, and standards in Israel.
  • E. Denel Dynamics
    Denel Dynamics is a South African defense technology company specializing in the design and manufacture of advanced missile and unmanned aerial systems.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: upgradeProgramPartner
Context triple: [F-4E 2020 (Turkey), upgradeProgramPartner, Israel Aerospace Industries]
  • A. upgradeProgram
    Indicates that one entity improves, enhances, or replaces another entity’s program with a more advanced or updated version.
  • B. upgradeProgramFundedBy
    Indicates that the financial resources for an upgrade program are provided or sponsored by a particular funding entity.
  • C. upgradeType
    Indicates the specific kind or category of improvement or enhancement applied to an entity relative to its previous state.
  • D. upgradeStatus
    Indicates the current state or progress of an upgrade process applied to an entity.
  • E. associatedWithUpgradePrograms chosen
    Indicates a relationship where an entity is linked to, participates in, or is covered by one or more upgrade programs.
  • F. None of above.

Provenance (6 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_69ca8424d0f08190831e2e93c6533aeb completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd1da623ac81908bab6dfb1bbce25d completed April 1, 2026, 1:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69d0b2735d788190bd8f963562fb85a8 completed April 4, 2026, 6:40 a.m.
NEDg Description generation batch_69d0b4231b708190b8a4a342bc63e84d completed April 4, 2026, 6:48 a.m.
NED2 Entity disambiguation (via description) batch_69d0b4b8131c8190b2aa8be56925b7bc completed April 4, 2026, 6:50 a.m.
PD Predicate disambiguation batch_69cc7a5ef1908190bc5ca166bb895af6 completed April 1, 2026, 1:52 a.m.
Created at: March 30, 2026, 7:36 p.m.