Triple

T2106526
Position Surface form Disambiguated ID Type / Status
Subject Czech Army E42406 entity
Predicate usesEquipment P2728 FINISHED
Object Iveco LMV
The Iveco LMV is a modern Italian-made light multirole military vehicle designed for high mobility and enhanced crew protection in a variety of combat and patrol roles.
E200926 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: Iveco LMV | Statement: [Czech Army, usesEquipment, Iveco LMV]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Iveco LMV
Context triple: [Czech Army, usesEquipment, Iveco LMV]
  • A. Iveco
    Iveco is an Italian multinational company that designs and manufactures commercial vehicles, military vehicles, and diesel engines.
  • B. Fiat Ducato
    The Fiat Ducato is a popular light commercial van produced by Fiat, widely used across Europe for cargo transport, camper conversions, and other utility purposes.
  • C. Peugeot Boxer
    The Peugeot Boxer is a large light commercial van produced by the French automaker Peugeot, widely used for cargo transport, passenger shuttles, and camper conversions.
  • D. Vivaro-Alpine
    Vivaro-Alpine is a Romance language variety traditionally spoken in parts of southeastern France and northwestern Italy, often considered a transitional form between Occitan and neighboring Alpine dialects.
  • E. Fiat 242
    The Fiat 242 is a light commercial van produced by Italian manufacturer Fiat in collaboration with Citroën during the 1970s and early 1980s, commonly used for cargo and utility transport.
  • 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: Iveco LMV
Triple: [Czech Army, usesEquipment, Iveco LMV]
Generated description
The Iveco LMV is a modern Italian-made light multirole military vehicle designed for high mobility and enhanced crew protection in a variety of combat and patrol roles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Iveco LMV
Target entity description: The Iveco LMV is a modern Italian-made light multirole military vehicle designed for high mobility and enhanced crew protection in a variety of combat and patrol roles.
  • A. Iveco chosen
    Iveco is an Italian multinational company that designs and manufactures commercial vehicles, military vehicles, and diesel engines.
  • B. Fiat Ducato
    The Fiat Ducato is a popular light commercial van produced by Fiat, widely used across Europe for cargo transport, camper conversions, and other utility purposes.
  • C. Peugeot Boxer
    The Peugeot Boxer is a large light commercial van produced by the French automaker Peugeot, widely used for cargo transport, passenger shuttles, and camper conversions.
  • D. Vivaro-Alpine
    Vivaro-Alpine is a Romance language variety traditionally spoken in parts of southeastern France and northwestern Italy, often considered a transitional form between Occitan and neighboring Alpine dialects.
  • E. Fiat 242
    The Fiat 242 is a light commercial van produced by Italian manufacturer Fiat in collaboration with Citroën during the 1970s and early 1980s, commonly used for cargo and utility transport.
  • F. None of above.

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_69a8871040f08190aac2e2d0ab6b47ad completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abbaddeb148190b728bce7a7b041fb completed March 7, 2026, 5:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae306e040081909334f2a70036c26e completed March 9, 2026, 2:29 a.m.
NEDg Description generation batch_69ae31722f0081908a4d9d0760af375e completed March 9, 2026, 2:33 a.m.
NED2 Entity disambiguation (via description) batch_69ae3209e46c81909055a1ee4fccd74d completed March 9, 2026, 2:35 a.m.
Created at: March 4, 2026, 7:43 p.m.