Triple
T994869
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Romanian Land Forces |
E21472
|
entity |
| Predicate | equipment |
P2728
|
FINISHED |
| Object |
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.
|
E122211
|
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: MLI-84 infantry fighting vehicle | Statement: [Romanian Land Forces, equipment, MLI-84 infantry fighting vehicle]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MLI-84 infantry fighting vehicle Context triple: [Romanian Land Forces, equipment, MLI-84 infantry fighting vehicle]
-
A.
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.
-
B.
VBCI infantry fighting vehicle
The VBCI infantry fighting vehicle is a modern French 8×8 wheeled armored combat vehicle designed to transport and protect infantry while providing substantial firepower and mobility on the battlefield.
-
C.
Ares armoured personnel carrier
The Ares armoured personnel carrier is a British tracked military vehicle designed to transport infantry safely on the battlefield as part of the Ajax family of armoured fighting vehicles.
-
D.
Pizarro infantry fighting vehicle
The Pizarro infantry fighting vehicle is a Spanish-designed tracked armored combat vehicle developed to transport and support infantry units with enhanced protection and firepower on the battlefield.
-
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: MLI-84 infantry fighting vehicle Triple: [Romanian Land Forces, equipment, MLI-84 infantry fighting vehicle]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MLI-84 infantry fighting vehicle Target entity description: 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.
-
A.
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.
-
B.
VBCI infantry fighting vehicle
The VBCI infantry fighting vehicle is a modern French 8×8 wheeled armored combat vehicle designed to transport and protect infantry while providing substantial firepower and mobility on the battlefield.
-
C.
Ares armoured personnel carrier
The Ares armoured personnel carrier is a British tracked military vehicle designed to transport infantry safely on the battlefield as part of the Ajax family of armoured fighting vehicles.
-
D.
Pizarro infantry fighting vehicle
The Pizarro infantry fighting vehicle is a Spanish-designed tracked armored combat vehicle developed to transport and support infantry units with enhanced protection and firepower on the battlefield.
-
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_69a493c476b48190b41fc5e793171cc6 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b4c75de88190bf7fec7a053f7a90 |
completed | March 1, 2026, 9:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac3ba52ebc819084e3d003a3ec8417 |
completed | March 7, 2026, 2:52 p.m. |
| NEDg | Description generation | batch_69ac3f131bc081909338b8a1b2e4b4e0 |
completed | March 7, 2026, 3:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac3f88e56081909d07f088a4e9954a |
completed | March 7, 2026, 3:08 p.m. |
Created at: March 1, 2026, 7:41 p.m.