Triple

T9645136
Position Surface form Disambiguated ID Type / Status
Subject TAM medium tank E233174 entity
Predicate chassisBasedOn P7999 FINISHED
Object Marder infantry fighting vehicle
The Marder infantry fighting vehicle is a German-tracked armored combat vehicle designed to transport and protect infantry while providing substantial fire support on the battlefield.
 E812130 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: Marder infantry fighting vehicle | Statement: [TAM medium tank, chassisBasedOn, Marder infantry fighting vehicle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marder infantry fighting vehicle
Context triple: [TAM medium tank, chassisBasedOn, Marder infantry fighting vehicle]
  • A. Borsuk infantry fighting vehicle
    The Borsuk infantry fighting vehicle is a modern Polish tracked combat vehicle designed to transport and support infantry with advanced protection, mobility, and firepower.
  • B. CV90 infantry fighting vehicle
    The CV90 infantry fighting vehicle is a modern, highly mobile, and heavily armed tracked combat vehicle developed by Sweden’s BAE Systems Hägglunds, designed to transport and support infantry on the battlefield with advanced protection and firepower.
  • C. MLI-84 infantry fighting vehicle
    The MLI-84 infantry fighting vehicle is a Romanian-built, upgraded variant of the Soviet BMP-1, designed to transport and support infantry with enhanced firepower and mobility.
  • D. 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.
  • E. Mamba armoured personnel carrier
    The Mamba armoured personnel carrier is a South African-designed mine-resistant, lightly armoured vehicle widely used for troop transport and peacekeeping operations.
  • 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: Marder infantry fighting vehicle
Triple: [TAM medium tank, chassisBasedOn, Marder infantry fighting vehicle]
Generated description
The Marder infantry fighting vehicle is a German-tracked armored combat vehicle designed to transport and protect infantry while providing substantial fire support on the battlefield.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marder infantry fighting vehicle
Target entity description: The Marder infantry fighting vehicle is a German-tracked armored combat vehicle designed to transport and protect infantry while providing substantial fire support on the battlefield.
  • A. Borsuk infantry fighting vehicle
    The Borsuk infantry fighting vehicle is a modern Polish tracked combat vehicle designed to transport and support infantry with advanced protection, mobility, and firepower.
  • B. CV90 infantry fighting vehicle
    The CV90 infantry fighting vehicle is a modern, highly mobile, and heavily armed tracked combat vehicle developed by Sweden’s BAE Systems Hägglunds, designed to transport and support infantry on the battlefield with advanced protection and firepower.
  • C. MLI-84 infantry fighting vehicle
    The MLI-84 infantry fighting vehicle is a Romanian-built, upgraded variant of the Soviet BMP-1, designed to transport and support infantry with enhanced firepower and mobility.
  • D. 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.
  • E. Mamba armoured personnel carrier
    The Mamba armoured personnel carrier is a South African-designed mine-resistant, lightly armoured vehicle widely used for troop transport and peacekeeping operations.
  • 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_69ca848b31648190b57aa55da20285be completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9b7fd2308190803a196ecdc80d76 completed April 1, 2026, 10:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69d18258489081909f0b328e223777fc completed April 4, 2026, 9:27 p.m.
NEDg Description generation batch_69d1842a39ac8190a43323c29316df08 completed April 4, 2026, 9:35 p.m.
NED2 Entity disambiguation (via description) batch_69d1849df0a481908777fa263fe8bd10 completed April 4, 2026, 9:37 p.m.
Created at: March 30, 2026, 8:12 p.m.