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.