Triple

T4335500
Position Surface form Disambiguated ID Type / Status
Subject U.S. Army Futures Command E97451 entity
Predicate modernizationPriority P55632 FINISHED
Object next generation combat vehicle
The Next Generation Combat Vehicle is a U.S. Army modernization program to develop advanced, highly mobile, and survivable armored platforms to replace or augment current combat vehicles on future battlefields.
E430697 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: next generation combat vehicle | Statement: [U.S. Army Futures Command, modernizationPriority, next generation combat vehicle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: next generation combat vehicle
Context triple: [U.S. Army Futures Command, modernizationPriority, next generation combat vehicle]
  • A. Joint Light Tactical Vehicle
    The Joint Light Tactical Vehicle is a modern U.S. military armored truck designed to provide greater protection, mobility, and versatility than earlier light tactical vehicles.
  • B. Stryker armored fighting vehicle
    The Stryker armored fighting vehicle is an eight-wheeled, highly mobile, lightly armored combat vehicle used by the U.S. Army for rapid deployment and versatile battlefield roles.
  • C. VBCI infantry fighting vehicle
    The VBCI infantry fighting vehicle is a modern French 8×8 wheeled armored combat vehicle designed to transport and protect infantry while providing substantial firepower and mobility on the battlefield.
  • D. CV90 infantry fighting vehicle
    The CV90 infantry fighting vehicle is a modern, highly mobile, and heavily armed tracked combat vehicle developed by Sweden’s BAE Systems Hägglunds, designed to transport and support infantry on the battlefield with advanced protection and firepower.
  • E. Warrior infantry fighting vehicle
    The Warrior infantry fighting vehicle is a British tracked armored combat vehicle designed to transport and support infantry on the battlefield with enhanced protection and firepower.
  • 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: next generation combat vehicle
Triple: [U.S. Army Futures Command, modernizationPriority, next generation combat vehicle]
Generated description
The Next Generation Combat Vehicle is a U.S. Army modernization program to develop advanced, highly mobile, and survivable armored platforms to replace or augment current combat vehicles on future battlefields.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: next generation combat vehicle
Target entity description: The Next Generation Combat Vehicle is a U.S. Army modernization program to develop advanced, highly mobile, and survivable armored platforms to replace or augment current combat vehicles on future battlefields.
  • A. Joint Light Tactical Vehicle
    The Joint Light Tactical Vehicle is a modern U.S. military armored truck designed to provide greater protection, mobility, and versatility than earlier light tactical vehicles.
  • B. Stryker armored fighting vehicle
    The Stryker armored fighting vehicle is an eight-wheeled, highly mobile, lightly armored combat vehicle used by the U.S. Army for rapid deployment and versatile battlefield roles.
  • C. VBCI infantry fighting vehicle
    The VBCI infantry fighting vehicle is a modern French 8×8 wheeled armored combat vehicle designed to transport and protect infantry while providing substantial firepower and mobility on the battlefield.
  • D. CV90 infantry fighting vehicle
    The CV90 infantry fighting vehicle is a modern, highly mobile, and heavily armed tracked combat vehicle developed by Sweden’s BAE Systems Hägglunds, designed to transport and support infantry on the battlefield with advanced protection and firepower.
  • E. Warrior infantry fighting vehicle
    The Warrior infantry fighting vehicle is a British tracked armored combat vehicle designed to transport and support infantry on the battlefield with enhanced protection and firepower.
  • 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_69b3454662a481908fbcd0bbfaa3a0a4 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3563eab24819088add9180af2ce3c completed March 13, 2026, 12:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69b5d0a9967481908828ceeb76ce4cbf completed March 14, 2026, 9:18 p.m.
NEDg Description generation batch_69b5d14748108190a6f5d4aebaa83ed6 completed March 14, 2026, 9:21 p.m.
NED2 Entity disambiguation (via description) batch_69b5d1b610888190bccace493224c373 completed March 14, 2026, 9:23 p.m.
Created at: March 12, 2026, 11:14 p.m.