Triple
T5444420
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MLI-84 infantry fighting vehicle |
E122211
|
entity |
| Predicate | designedBy |
P184
|
FINISHED |
| Object |
Romanian defence industry
The Romanian defence industry is the national sector responsible for developing and producing military equipment, armoured vehicles, and weapons systems for Romania’s armed forces and export.
|
E88340
|
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: Romanian defence industry | Statement: [MLI-84 infantry fighting vehicle, designedBy, Romanian defence industry]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Romanian defence industry Context triple: [MLI-84 infantry fighting vehicle, designedBy, Romanian defence industry]
-
A.
Polish defense industry
The Polish defense industry is a national sector encompassing state-owned and private companies that develop and manufacture military equipment, weapons systems, and defense technologies for Poland and international markets.
-
B.
Ministry of National Defence of Romania
The Ministry of National Defence of Romania is the government department responsible for formulating and implementing the country’s defense policy and overseeing its armed forces.
-
C.
Industria Aeronautică Română
Industria Aeronautică Română is a Romanian aerospace manufacturer historically known for producing military aircraft, helicopters, and aeronautical components.
-
D.
National Organization for Military Production
The National Organization for Military Production is an Egyptian state-owned conglomerate that oversees the development and manufacture of military equipment and related industrial products for Egypt’s defense sector.
-
E.
Romanian Armed Forces
The Romanian Armed Forces are the military forces of Romania, responsible for the country's national defense and participation in international security 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: Romanian defence industry Triple: [MLI-84 infantry fighting vehicle, designedBy, Romanian defence industry]
Generated description
The Romanian defence industry is the national sector responsible for developing and producing military equipment, armoured vehicles, and weapons systems for Romania’s armed forces and export.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Romanian defence industry Target entity description: The Romanian defence industry is the national sector responsible for developing and producing military equipment, armoured vehicles, and weapons systems for Romania’s armed forces and export.
-
A.
Polish defense industry
The Polish defense industry is a national sector encompassing state-owned and private companies that develop and manufacture military equipment, weapons systems, and defense technologies for Poland and international markets.
-
B.
Ministry of National Defence of Romania
The Ministry of National Defence of Romania is the government department responsible for formulating and implementing the country’s defense policy and overseeing its armed forces.
-
C.
Industria Aeronautică Română
chosen
Industria Aeronautică Română is a Romanian aerospace manufacturer historically known for producing military aircraft, helicopters, and aeronautical components.
-
D.
National Organization for Military Production
The National Organization for Military Production is an Egyptian state-owned conglomerate that oversees the development and manufacture of military equipment and related industrial products for Egypt’s defense sector.
-
E.
Romanian Armed Forces
The Romanian Armed Forces are the military forces of Romania, responsible for the country's national defense and participation in international security operations.
- 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_69bd4640f52c81909e653ec361f66d76 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd91ce3e4081908e11a731416c0378 |
completed | March 20, 2026, 6:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf4132bcf08190af2ca506a40fb26e |
completed | March 22, 2026, 1:09 a.m. |
| NEDg | Description generation | batch_69bf4207393c819089b4fc6691a2d076 |
completed | March 22, 2026, 1:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf427e2bd08190b7664922d26e16d2 |
completed | March 22, 2026, 1:14 a.m. |
Created at: March 20, 2026, 2:07 p.m.