Triple
T8533754
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 2nd Assault Amphibian Battalion |
E202020
|
entity |
| Predicate | equipment |
P2728
|
FINISHED |
| Object |
Assault Amphibious Vehicle
The Assault Amphibious Vehicle is a fully tracked, armored amphibious troop carrier used by the U.S. Marine Corps to transport Marines from ship to shore and in subsequent ground combat operations.
|
E741908
|
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: Assault Amphibious Vehicle | Statement: [2nd Assault Amphibian Battalion, equipment, Assault Amphibious Vehicle]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Assault Amphibious Vehicle Context triple: [2nd Assault Amphibian Battalion, equipment, Assault Amphibious Vehicle]
-
A.
Dingo armored vehicle
The Dingo armored vehicle is a German-made, highly protected, all-terrain military transport designed for troop movement, patrol, and reconnaissance in conflict zones.
-
B.
Light Armored Vehicle-25
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.
-
C.
Stormer APC
The Stormer APC is a British tracked armored personnel carrier designed to transport infantry safely across the battlefield as part of the Stormer family of military vehicles.
-
D.
Ares armoured personnel carrier
The Ares armoured personnel carrier is a British tracked military vehicle designed to transport infantry safely on the battlefield as part of the Ajax family of armoured fighting vehicles.
-
E.
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.
- 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: Assault Amphibious Vehicle Triple: [2nd Assault Amphibian Battalion, equipment, Assault Amphibious Vehicle]
Generated description
The Assault Amphibious Vehicle is a fully tracked, armored amphibious troop carrier used by the U.S. Marine Corps to transport Marines from ship to shore and in subsequent ground combat operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Assault Amphibious Vehicle Target entity description: The Assault Amphibious Vehicle is a fully tracked, armored amphibious troop carrier used by the U.S. Marine Corps to transport Marines from ship to shore and in subsequent ground combat operations.
-
A.
Dingo armored vehicle
The Dingo armored vehicle is a German-made, highly protected, all-terrain military transport designed for troop movement, patrol, and reconnaissance in conflict zones.
-
B.
Light Armored Vehicle-25
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.
-
C.
Stormer APC
The Stormer APC is a British tracked armored personnel carrier designed to transport infantry safely across the battlefield as part of the Stormer family of military vehicles.
-
D.
Ares armoured personnel carrier
The Ares armoured personnel carrier is a British tracked military vehicle designed to transport infantry safely on the battlefield as part of the Ajax family of armoured fighting vehicles.
-
E.
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.
- 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_69ca832355b08190b8b6a4ab4a4a3554 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe678fe448190a50c6b0d149b081f |
completed | March 31, 2026, 3:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce6d7aa3a881909bfdd3536dbc4ec7 |
completed | April 2, 2026, 1:22 p.m. |
| NEDg | Description generation | batch_69ce6ee1bae4819099ef302138599b34 |
completed | April 2, 2026, 1:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce6fb93fd88190bc53a925473f9b71 |
completed | April 2, 2026, 1:31 p.m. |
Created at: March 30, 2026, 6:17 p.m.