Triple

T1828562
Position Surface form Disambiguated ID Type / Status
Subject Krauss-Maffei Wegmann E40709 entity
Predicate participatesIn P149 FINISHED
Object KNDS joint venture
The KNDS joint venture is a European defense company alliance, primarily between Germany’s Krauss-Maffei Wegmann and France’s Nexter Systems, focused on developing and producing advanced land defense systems such as tanks and artillery.
 E203361 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: KNDS joint venture | Statement: [Krauss-Maffei Wegmann, participatesIn, KNDS joint venture]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: KNDS joint venture
Context triple: [Krauss-Maffei Wegmann, participatesIn, KNDS joint venture]
  • A. Morrison-Knudsen
    Morrison-Knudsen was a major American engineering and construction company known for building large-scale infrastructure projects worldwide, including dams, bridges, and transportation systems.
  • B. Hanwha Aerospace
    Hanwha Aerospace is a South Korean defense and aerospace company known for producing advanced military systems and components for global markets.
  • C. Kongsberg Defence & Aerospace
    Kongsberg Defence & Aerospace is a Norwegian defense contractor specializing in advanced missile systems, command-and-control solutions, and aerospace technologies for military and governmental customers worldwide.
  • D. GKN Sankey
    GKN Sankey was a British engineering and manufacturing company best known for producing military vehicles and automotive components.
  • E. KNS
    KNS is the Polish vehicle registration code assigned to the Nowy Sącz area in the Lesser Poland Voivodeship.
  • 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: KNDS joint venture
Triple: [Krauss-Maffei Wegmann, participatesIn, KNDS joint venture]
Generated description
The KNDS joint venture is a European defense company alliance, primarily between Germany’s Krauss-Maffei Wegmann and France’s Nexter Systems, focused on developing and producing advanced land defense systems such as tanks and artillery.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: KNDS joint venture
Target entity description: The KNDS joint venture is a European defense company alliance, primarily between Germany’s Krauss-Maffei Wegmann and France’s Nexter Systems, focused on developing and producing advanced land defense systems such as tanks and artillery.
  • A. Morrison-Knudsen
    Morrison-Knudsen was a major American engineering and construction company known for building large-scale infrastructure projects worldwide, including dams, bridges, and transportation systems.
  • B. Hanwha Aerospace
    Hanwha Aerospace is a South Korean defense and aerospace company known for producing advanced military systems and components for global markets.
  • C. Kongsberg Defence & Aerospace
    Kongsberg Defence & Aerospace is a Norwegian defense contractor specializing in advanced missile systems, command-and-control solutions, and aerospace technologies for military and governmental customers worldwide.
  • D. GKN Sankey
    GKN Sankey was a British engineering and manufacturing company best known for producing military vehicles and automotive components.
  • E. KNS
    KNS is the Polish vehicle registration code assigned to the Nowy Sącz area in the Lesser Poland Voivodeship.
  • 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_69a8864644bc8190b2358ab897194ac1 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb01191208190a7eaf3036638ec40 completed March 7, 2026, 4:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69adbf6b4bdc8190b53dbdc9c31e3685 completed March 8, 2026, 6:26 p.m.
NEDg Description generation batch_69adc07fff60819092b10dd0e417ac5a completed March 8, 2026, 6:31 p.m.
NED2 Entity disambiguation (via description) batch_69adc0fd79c48190864f53a90517edc6 completed March 8, 2026, 6:33 p.m.
Created at: March 4, 2026, 7:32 p.m.