Triple

T500080
Position Surface form Disambiguated ID Type / Status
Subject French Armed Forces E10380 entity
Predicate nuclearDoctrine P11476 FINISHED
Object force de frappe
The force de frappe is France’s independent strategic nuclear deterrent, comprising its sea- and air-based nuclear forces designed to ensure national security and strategic autonomy.
E10380 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: force de frappe | Statement: [French Armed Forces, nuclearDoctrine, force de frappe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: force de frappe
Context triple: [French Armed Forces, nuclearDoctrine, force de frappe]
  • A. Ilmavoimat
    Ilmavoimat is the air warfare branch of Finland’s Defence Forces, responsible for the country’s air defense and aerial operations.
  • B. French Armed Forces
    The French Armed Forces are the unified military forces of France, encompassing the Army, Navy, Air and Space Force, and related services responsible for national defense and overseas operations.
  • C. Songun
    Songun is North Korea’s military-first political ideology that prioritizes the Korean People’s Army as the central force of the state and society.
  • D. Sa'ka Forces
    Sa'ka Forces are Egypt’s elite special operations troops known for high-risk commando, counterterrorism, and unconventional warfare missions.
  • E. Kraftt
    Kraftt is an alternative or variant form of the name "Kraft," likely referring to the same or a closely related entity, such as the well-known food brand or surname.
  • 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: force de frappe
Triple: [French Armed Forces, nuclearDoctrine, force de frappe]
Generated description
The force de frappe is France’s independent strategic nuclear deterrent, comprising its sea- and air-based nuclear forces designed to ensure national security and strategic autonomy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: force de frappe
Target entity description: The force de frappe is France’s independent strategic nuclear deterrent, comprising its sea- and air-based nuclear forces designed to ensure national security and strategic autonomy.
  • A. Ilmavoimat
    Ilmavoimat is the air warfare branch of Finland’s Defence Forces, responsible for the country’s air defense and aerial operations.
  • B. French Armed Forces chosen
    The French Armed Forces are the unified military forces of France, encompassing the Army, Navy, Air and Space Force, and related services responsible for national defense and overseas operations.
  • C. Songun
    Songun is North Korea’s military-first political ideology that prioritizes the Korean People’s Army as the central force of the state and society.
  • D. Sa'ka Forces
    Sa'ka Forces are Egypt’s elite special operations troops known for high-risk commando, counterterrorism, and unconventional warfare missions.
  • E. Kraftt
    Kraftt is an alternative or variant form of the name "Kraft," likely referring to the same or a closely related entity, such as the well-known food brand or surname.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: nuclearDoctrine
Context triple: [French Armed Forces, nuclearDoctrine, force de frappe]
  • A. militaryDoctrine chosen
    Indicates that one entity embodies, follows, or defines the strategic military principles, tactics, and operational guidelines used by another entity.
  • B. nuclearWeaponsState
    Indicates that a state possesses, has developed, or is recognized as having nuclear weapons capabilities.
  • C. hasNuclearRole
    Indicates that an entity participates in, is responsible for, or holds authority related to nuclear activities, functions, or capabilities.
  • D. hasNuclearWeapons
    Indicates that the subject possesses or controls nuclear weapons.
  • E. militaryStrategy
    Indicates a relationship where an entity plans, directs, or is associated with the organized use of armed forces and tactics to achieve military or defense objectives.
  • 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_69a2e847df8481909239ec08ccf1e376 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f13096248190a622a58dcf540b00 completed Feb. 28, 2026, 1:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69a48543f1948190b710628bf53cdf01 completed March 1, 2026, 6:28 p.m.
NEDg Description generation batch_69a48918e1d08190b2f51c0d0510ce15 completed March 1, 2026, 6:44 p.m.
NED2 Entity disambiguation (via description) batch_69a4899415108190b520b8e00fdf00ff completed March 1, 2026, 6:46 p.m.
PD Predicate disambiguation batch_69a2edfbb7e0819092cf29c2c68fe8fb completed Feb. 28, 2026, 1:30 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.