Triple
T16913216
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | LAV-25 family |
E410252
|
entity |
| Predicate | designedFor |
P98
|
FINISHED |
| Object |
United States Marine Corps Light Armored Vehicle program
The United States Marine Corps Light Armored Vehicle program is a procurement and modernization initiative to equip Marine forces with highly mobile, lightly armored, wheeled combat vehicles for reconnaissance and security missions.
|
E1239841
|
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: United States Marine Corps Light Armored Vehicle program | Statement: [LAV-25 family, designedFor, United States Marine Corps Light Armored Vehicle program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States Marine Corps Light Armored Vehicle program Context triple: [LAV-25 family, designedFor, United States Marine Corps Light Armored Vehicle program]
-
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.
M1130 Command Vehicle
The M1130 Command Vehicle is a Stryker-family armored command-and-control platform designed to provide battlefield commanders with protected mobility, communications, and situational awareness.
-
D.
U.S. Army Light Observation Helicopter program
The U.S. Army Light Observation Helicopter program was a military procurement initiative to develop and field a small, agile helicopter for reconnaissance, observation, and light utility roles.
-
E.
LAV 6.0 armoured vehicle
The LAV 6.0 armoured vehicle is a modern Canadian-built, wheeled infantry fighting vehicle designed to provide enhanced protection, mobility, and firepower for frontline combat operations.
- 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: United States Marine Corps Light Armored Vehicle program Triple: [LAV-25 family, designedFor, United States Marine Corps Light Armored Vehicle program]
Generated description
The United States Marine Corps Light Armored Vehicle program is a procurement and modernization initiative to equip Marine forces with highly mobile, lightly armored, wheeled combat vehicles for reconnaissance and security missions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United States Marine Corps Light Armored Vehicle program Target entity description: The United States Marine Corps Light Armored Vehicle program is a procurement and modernization initiative to equip Marine forces with highly mobile, lightly armored, wheeled combat vehicles for reconnaissance and security missions.
-
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.
M1130 Command Vehicle
The M1130 Command Vehicle is a Stryker-family armored command-and-control platform designed to provide battlefield commanders with protected mobility, communications, and situational awareness.
-
D.
U.S. Army Light Observation Helicopter program
The U.S. Army Light Observation Helicopter program was a military procurement initiative to develop and field a small, agile helicopter for reconnaissance, observation, and light utility roles.
-
E.
LAV 6.0 armoured vehicle
The LAV 6.0 armoured vehicle is a modern Canadian-built, wheeled infantry fighting vehicle designed to provide enhanced protection, mobility, and firepower for frontline combat operations.
- 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_69d886c7b1e481908c3766dfa8c13458 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3ca3e6b9481909fbaeb0bddd7e3b2 |
completed | April 18, 2026, 6:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00c7be679c8190b9d0b0b9cfe185d3 |
completed | May 10, 2026, 6 p.m. |
| NEDg | Description generation | batch_6a00c9059a2c819099ede5a7b6e25b18 |
completed | May 10, 2026, 6:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00c9d1c6a0819083635b8246cc82e7 |
completed | May 10, 2026, 6:09 p.m. |
Created at: April 10, 2026, 5:30 a.m.