Triple

T10041312
Position Surface form Disambiguated ID Type / Status
Subject Puma infantry fighting vehicle E205300 entity
Predicate antiTankArmament P6066 FINISHED
Object Spike LR missile launcher
The Spike LR missile launcher is a long-range, fire-and-forget, anti-tank guided missile system designed for precision engagement of armored vehicles and fortified targets.
E837467 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: Spike LR missile launcher | Statement: [Puma infantry fighting vehicle, antiTankArmament, Spike LR missile launcher]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Spike LR missile launcher
Context triple: [Puma infantry fighting vehicle, antiTankArmament, Spike LR missile launcher]
  • A. TOW missile launcher
    The TOW missile launcher is a tube-launched, optically tracked, wire-guided anti-tank guided missile system used to destroy armored vehicles and fortified positions.
  • B. NLAW anti-tank missile
    The NLAW anti-tank missile is a modern, shoulder-fired, fire-and-forget weapon system designed for infantry to destroy heavily armored vehicles at short to medium ranges.
  • C. PARS 3 LR missile
    The PARS 3 LR is a German fire-and-forget, long-range anti-tank guided missile designed to defeat heavily armored targets from attack helicopters.
  • D. GMLRS rocket
    The GMLRS rocket is a GPS-guided, extended-range artillery rocket used by modern multiple launch rocket systems to deliver precise strikes at medium to long distances.
  • E. Brimstone missile
    The Brimstone missile is a British air-launched, precision-guided anti-armor and multi-role strike weapon designed for high accuracy against moving and static targets with minimal collateral damage.
  • 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: Spike LR missile launcher
Triple: [Puma infantry fighting vehicle, antiTankArmament, Spike LR missile launcher]
Generated description
The Spike LR missile launcher is a long-range, fire-and-forget, anti-tank guided missile system designed for precision engagement of armored vehicles and fortified targets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Spike LR missile launcher
Target entity description: The Spike LR missile launcher is a long-range, fire-and-forget, anti-tank guided missile system designed for precision engagement of armored vehicles and fortified targets.
  • A. TOW missile launcher
    The TOW missile launcher is a tube-launched, optically tracked, wire-guided anti-tank guided missile system used to destroy armored vehicles and fortified positions.
  • B. NLAW anti-tank missile
    The NLAW anti-tank missile is a modern, shoulder-fired, fire-and-forget weapon system designed for infantry to destroy heavily armored vehicles at short to medium ranges.
  • C. PARS 3 LR missile
    The PARS 3 LR is a German fire-and-forget, long-range anti-tank guided missile designed to defeat heavily armored targets from attack helicopters.
  • D. GMLRS rocket
    The GMLRS rocket is a GPS-guided, extended-range artillery rocket used by modern multiple launch rocket systems to deliver precise strikes at medium to long distances.
  • E. Brimstone missile
    The Brimstone missile is a British air-launched, precision-guided anti-armor and multi-role strike weapon designed for high accuracy against moving and static targets with minimal collateral damage.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: antiTankArmament
Context triple: [Puma infantry fighting vehicle, antiTankArmament, Spike LR missile launcher]
  • A. aircraftDefensiveArmament
    Indicates that an aircraft is equipped with weapons or systems specifically intended for its own defense against attacks.
  • B. rocketArmament
    Indicates that an entity is equipped with or carries rocket-based weaponry as part of its armament.
  • C. combatArm
    Indicates that one entity serves as a primary fighting or operational warfare branch or component of another entity (such as an organization or military force).
  • D. enhancedArmament
    Indicates that an entity’s weaponry or combat equipment has been upgraded, augmented, or otherwise improved beyond its standard configuration.
  • E. primaryArmament chosen
    Indicates the main weapon or principal offensive system that an entity (such as a vehicle, vessel, or platform) is equipped with or uses.
  • 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_69ca834f70e88190b2d74828b7767ec1 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cdcee2e6d881908cfa0579f9be32e4 completed April 2, 2026, 2:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2827064108190b9079717a4eb98d6 completed April 5, 2026, 3:40 p.m.
NEDg Description generation batch_69d283508a24819086f384a7852f1be9 completed April 5, 2026, 3:44 p.m.
NED2 Entity disambiguation (via description) batch_69d284105be08190a703cea6ef5d6cbc completed April 5, 2026, 3:47 p.m.
PD Predicate disambiguation batch_69cd4b8d2280819089de27e57babd1f3 completed April 1, 2026, 4:45 p.m.
Created at: March 30, 2026, 8:55 p.m.