Triple

T22181056
Position Surface form Disambiguated ID Type / Status
Subject Hanwha Defense (integrated business) E548167 entity
Predicate product P490 FINISHED
Object K10 ammunition resupply vehicle
The K10 ammunition resupply vehicle is a South Korean fully automated, tracked support vehicle designed to rapidly transport and load artillery ammunition, typically paired with the K9 Thunder self-propelled howitzer.
 E1522677 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: K10 ammunition resupply vehicle | Statement: [Hanwha Defense (integrated business), product, K10 ammunition resupply vehicle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: K10 ammunition resupply vehicle
Context triple: [Hanwha Defense (integrated business), product, K10 ammunition resupply vehicle]
  • A. K1 ARV recovery vehicle
    The K1 ARV recovery vehicle is an armored support vehicle based on South Korea’s K1 tank chassis, designed to recover, tow, and repair disabled armored vehicles on the battlefield.
  • B. K200 armored personnel carrier
    The K200 armored personnel carrier is a South Korean–designed tracked infantry fighting vehicle used to transport and support troops on the battlefield.
  • C. K21 infantry fighting vehicle
    The K21 infantry fighting vehicle is a South Korean–developed, amphibious, tracked armored vehicle designed to transport and support infantry with advanced firepower and protection on the modern battlefield.
  • D. Husky tactical support vehicle
    The Husky tactical support vehicle is a British Army armored, highly mobile logistics and patrol vehicle designed to provide protected transport and support in hostile environments.
  • E. 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.
  • 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: K10 ammunition resupply vehicle
Triple: [Hanwha Defense (integrated business), product, K10 ammunition resupply vehicle]
Generated description
The K10 ammunition resupply vehicle is a South Korean fully automated, tracked support vehicle designed to rapidly transport and load artillery ammunition, typically paired with the K9 Thunder self-propelled howitzer.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: K10 ammunition resupply vehicle
Target entity description: The K10 ammunition resupply vehicle is a South Korean fully automated, tracked support vehicle designed to rapidly transport and load artillery ammunition, typically paired with the K9 Thunder self-propelled howitzer.
  • A. K1 ARV recovery vehicle
    The K1 ARV recovery vehicle is an armored support vehicle based on South Korea’s K1 tank chassis, designed to recover, tow, and repair disabled armored vehicles on the battlefield.
  • B. K200 armored personnel carrier
    The K200 armored personnel carrier is a South Korean–designed tracked infantry fighting vehicle used to transport and support troops on the battlefield.
  • C. K21 infantry fighting vehicle
    The K21 infantry fighting vehicle is a South Korean–developed, amphibious, tracked armored vehicle designed to transport and support infantry with advanced firepower and protection on the modern battlefield.
  • D. Husky tactical support vehicle
    The Husky tactical support vehicle is a British Army armored, highly mobile logistics and patrol vehicle designed to provide protected transport and support in hostile environments.
  • E. 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.
  • 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_69e11e3d53f88190a2b690e3f25bb062 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12aa4d4ac8190922b919c15623963 completed April 28, 2026, 9:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a9ecaeb9481909ec0ddab80a4b6cb completed May 18, 2026, 5:08 a.m.
NEDg Description generation batch_6a0aa0066d0481909872d8e1dbbe2fcf completed May 18, 2026, 5:13 a.m.
NED2 Entity disambiguation (via description) batch_6a0aa07acd5c8190bc73cc1d8897fa01 completed May 18, 2026, 5:15 a.m.
Created at: April 16, 2026, 8:35 p.m.