Triple

T13979768
Position Surface form Disambiguated ID Type / Status
Subject Golf Company, 2nd Battalion, 4th Marines E336276 entity
Predicate usesEquipment P2728 FINISHED
Object AT4 anti-armor weapon
The AT4 anti-armor weapon is a portable, single-shot, shoulder-fired rocket launcher designed to defeat armored vehicles and fortified positions.
E1072266 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: AT4 anti-armor weapon | Statement: [Golf Company, 2nd Battalion, 4th Marines, usesEquipment, AT4 anti-armor weapon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: AT4 anti-armor weapon
Context triple: [Golf Company, 2nd Battalion, 4th Marines, usesEquipment, AT4 anti-armor weapon]
  • A. Future Anti-Surface Guided Weapon (Heavy)
    The Future Anti-Surface Guided Weapon (Heavy) is a British-developed helicopter-launched anti-ship missile system designed to engage and destroy small to medium-sized surface vessels with high precision.
  • 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. Weapon System 107A-1
    Weapon System 107A-1 was the U.S. Air Force development program under which the SM-65 Atlas, America’s first operational intercontinental ballistic missile, was created.
  • D. 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.
  • E. Stinger armor
    Stinger armor is a technologically advanced suit worn by Cassie Lang that grants her size-changing abilities and enhanced combat capabilities similar to those of Ant-Man and the Wasp.
  • 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: AT4 anti-armor weapon
Triple: [Golf Company, 2nd Battalion, 4th Marines, usesEquipment, AT4 anti-armor weapon]
Generated description
The AT4 anti-armor weapon is a portable, single-shot, shoulder-fired rocket launcher designed to defeat armored vehicles and fortified positions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: AT4 anti-armor weapon
Target entity description: The AT4 anti-armor weapon is a portable, single-shot, shoulder-fired rocket launcher designed to defeat armored vehicles and fortified positions.
  • A. Future Anti-Surface Guided Weapon (Heavy)
    The Future Anti-Surface Guided Weapon (Heavy) is a British-developed helicopter-launched anti-ship missile system designed to engage and destroy small to medium-sized surface vessels with high precision.
  • 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. Weapon System 107A-1
    Weapon System 107A-1 was the U.S. Air Force development program under which the SM-65 Atlas, America’s first operational intercontinental ballistic missile, was created.
  • D. 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.
  • E. Stinger armor
    Stinger armor is a technologically advanced suit worn by Cassie Lang that grants her size-changing abilities and enhanced combat capabilities similar to those of Ant-Man and the Wasp.
  • 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_69d81c639e808190a0e4b4f3d31c6a59 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2ea10dc88190b9720919a021e570 completed April 14, 2026, 12:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69fba1e3cafc8190a1806a29b2e46ae9 completed May 6, 2026, 8:17 p.m.
NEDg Description generation batch_69fba74a96b08190a08c51c231e49e5d completed May 6, 2026, 8:40 p.m.
NED2 Entity disambiguation (via description) batch_69fba8585fb08190998d6a005dc0bd31 completed May 6, 2026, 8:45 p.m.
Created at: April 9, 2026, 10:18 p.m.