Triple
T13272758
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | USMC Light Armored Reconnaissance battalions |
E316105
|
entity |
| Predicate | equipment |
P2728
|
FINISHED |
| Object | Light Armored Vehicle-25 |
E79086
|
NE FINISHED |
How this triple was built (2 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: Light Armored Vehicle-25 | Statement: [USMC Light Armored Reconnaissance battalions, equipment, Light Armored Vehicle-25]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Light Armored Vehicle-25 Context triple: [USMC Light Armored Reconnaissance battalions, equipment, Light Armored Vehicle-25]
-
A.
Light Armored Vehicle-25
chosen
The Light Armored Vehicle-25 (LAV-25) is an eight-wheeled, amphibious armored reconnaissance vehicle used primarily by the U.S. Marine Corps, armed with a 25 mm chain gun and designed for high mobility and rapid deployment.
-
B.
M1127 Reconnaissance Vehicle
The M1127 Reconnaissance Vehicle is a Stryker-family wheeled armored scout vehicle used by the U.S. Army for battlefield surveillance, target acquisition, and reconnaissance missions.
-
C.
FV432 armoured personnel carrier
The FV432 armoured personnel carrier is a British tracked military vehicle widely used by the British Army for transporting infantry under armour from the 1960s onward.
-
D.
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.
-
E.
Ratel infantry fighting vehicle
The Ratel infantry fighting vehicle is a South African-designed, wheeled, armored combat vehicle known for its mobility, firepower, and extensive use in regional conflicts during the late 20th century.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d806b1d9ac8190852c5571d5bd5f0f |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d99020f710819094c2618662bdc7fd |
completed | April 11, 2026, 12:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f71f1c2bac81909ac13624f7972919 |
completed | May 3, 2026, 10:10 a.m. |
Created at: April 9, 2026, 9:26 p.m.