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.