Triple
T4312678
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South African Army |
E94108
|
entity |
| Predicate | notableEquipment |
P3488
|
FINISHED |
| Object |
Badger infantry combat vehicle
The Badger infantry combat vehicle is a modern, modular, wheeled armored fighting vehicle developed for the South African Army to transport and support infantry in high-threat environments.
|
E438660
|
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: Badger infantry combat vehicle | Statement: [South African Army, notableEquipment, Badger infantry combat vehicle]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Badger infantry combat vehicle Context triple: [South African Army, notableEquipment, Badger infantry combat vehicle]
-
A.
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.
-
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.
Dingo armored vehicle
The Dingo armored vehicle is a German-made, highly protected, all-terrain military transport designed for troop movement, patrol, and reconnaissance in conflict zones.
-
D.
M728 Combat Engineer Vehicle
The M728 Combat Engineer Vehicle is a U.S. Army armored engineering vehicle based on the M60 tank chassis, equipped with a dozer blade, winch, and demolition gun for breaching, obstacle removal, and combat engineering tasks.
-
E.
Jackal armoured vehicle
The Jackal armoured vehicle is a high-mobility, lightly armoured patrol and reconnaissance vehicle used by British forces, designed for speed and off-road performance in hostile environments.
- 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: Badger infantry combat vehicle Triple: [South African Army, notableEquipment, Badger infantry combat vehicle]
Generated description
The Badger infantry combat vehicle is a modern, modular, wheeled armored fighting vehicle developed for the South African Army to transport and support infantry in high-threat environments.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Badger infantry combat vehicle Target entity description: The Badger infantry combat vehicle is a modern, modular, wheeled armored fighting vehicle developed for the South African Army to transport and support infantry in high-threat environments.
-
A.
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.
-
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.
Dingo armored vehicle
The Dingo armored vehicle is a German-made, highly protected, all-terrain military transport designed for troop movement, patrol, and reconnaissance in conflict zones.
-
D.
M728 Combat Engineer Vehicle
The M728 Combat Engineer Vehicle is a U.S. Army armored engineering vehicle based on the M60 tank chassis, equipped with a dozer blade, winch, and demolition gun for breaching, obstacle removal, and combat engineering tasks.
-
E.
Jackal armoured vehicle
The Jackal armoured vehicle is a high-mobility, lightly armoured patrol and reconnaissance vehicle used by British forces, designed for speed and off-road performance in hostile environments.
- 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_69b3451886588190a3dd1305ea7c58dc |
completed | March 12, 2026, 10:58 p.m. |
| NER | Named-entity recognition | batch_69b350d8bff88190bcf7dd419d5f4312 |
completed | March 12, 2026, 11:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5f5bf4dd48190b84d8488a4f196a8 |
completed | March 14, 2026, 11:56 p.m. |
| NEDg | Description generation | batch_69b5f65e9bec819082c33b0c066cd42b |
completed | March 14, 2026, 11:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5fa90f6a48190a27dfeb65f705225 |
completed | March 15, 2026, 12:17 a.m. |
Created at: March 12, 2026, 11:11 p.m.