Triple

T16741113

Position	Surface form	Disambiguated ID	Type / Status
Subject	ASLAV	`E406834`	entity
Predicate	manufacturer	`P490`	FINISHED
Object	General Dynamics Land Systems (base LAV-25 platform) General Dynamics Land Systems (base LAV-25 platform) is a major American defense contractor known for designing and producing the LAV-25 family of light armored vehicles and other armored combat systems.	`E1230262`	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: General Dynamics Land Systems (base LAV-25 platform) | Statement: [ASLAV, manufacturer, General Dynamics Land Systems (base LAV-25 platform)]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: General Dynamics Land Systems (base LAV-25 platform)
Context triple: [ASLAV, manufacturer, General Dynamics Land Systems (base LAV-25 platform)]

A. LAV-25 family
The LAV-25 family is a series of eight-wheeled, amphibious armored reconnaissance and support vehicles used primarily by the United States Marine Corps and other military forces.
B. 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.
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. M1132 Engineer Squad Vehicle
The M1132 Engineer Squad Vehicle is a Stryker-based armored combat support vehicle designed to transport combat engineers and provide mobility, countermobility, and survivability support on the battlefield.
E. 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.
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: General Dynamics Land Systems (base LAV-25 platform)
Triple: [ASLAV, manufacturer, General Dynamics Land Systems (base LAV-25 platform)]

Generated description

General Dynamics Land Systems (base LAV-25 platform) is a major American defense contractor known for designing and producing the LAV-25 family of light armored vehicles and other armored combat systems.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: General Dynamics Land Systems (base LAV-25 platform)
Target entity description: General Dynamics Land Systems (base LAV-25 platform) is a major American defense contractor known for designing and producing the LAV-25 family of light armored vehicles and other armored combat systems.

A. LAV-25 family
The LAV-25 family is a series of eight-wheeled, amphibious armored reconnaissance and support vehicles used primarily by the United States Marine Corps and other military forces.
B. 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.
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. M1132 Engineer Squad Vehicle
The M1132 Engineer Squad Vehicle is a Stryker-based armored combat support vehicle designed to transport combat engineers and provide mobility, countermobility, and survivability support on the battlefield.
E. 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.
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_69d8838ffb088190a0b11149929006bf`	completed	April 10, 2026, 4:58 a.m.
NER	Named-entity recognition	`batch_69e39c3e87348190acaf7c40e8f8b566`	completed	April 18, 2026, 2:59 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a009d52d88081909695a08d00bd2257`	completed	May 10, 2026, 2:59 p.m.
NEDg	Description generation	`batch_6a009dd925308190a82c6ef014b37333`	completed	May 10, 2026, 3:01 p.m.
NED2	Entity disambiguation (via description)	`batch_6a009e9b9874819084060408cdc44d0b`	completed	May 10, 2026, 3:04 p.m.

Created at: April 10, 2026, 5:20 a.m.