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.