Triple

T15956697
Position Surface form Disambiguated ID Type / Status
Subject Tunisian security forces E386952 entity
Predicate subordinateTo P258 FINISHED
Object Ministry of National Defence (Tunisia)
The Ministry of National Defence of Tunisia is the government department responsible for overseeing the country’s armed forces, defense policy, and military security.
E1185926 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: Ministry of National Defence (Tunisia) | Statement: [Tunisian security forces, subordinateTo, Ministry of National Defence (Tunisia)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ministry of National Defence (Tunisia)
Context triple: [Tunisian security forces, subordinateTo, Ministry of National Defence (Tunisia)]
  • A. Ministry of National Defense (Lebanon)
    The Ministry of National Defense (Lebanon) is the Lebanese government department responsible for overseeing the country’s armed forces, defense strategy, and military affairs.
  • B. Ministry of Defence of Mali
    The Ministry of Defence of Mali is the government department responsible for formulating and implementing Mali’s national defense policy and overseeing its armed forces.
  • C. Ministry of Defence (Bahrain)
    The Ministry of Defence (Bahrain) is the Bahraini government body responsible for national defense policy, oversight of the armed forces, and overall military administration.
  • D. Ministry of Defense of Egypt
    The Ministry of Defense of Egypt is the government body responsible for overseeing the Egyptian Armed Forces and managing the country’s national defense and military policy.
  • E. Ministry of National Defence of Turkey
    The Ministry of National Defence of Turkey is the government body responsible for formulating and implementing Turkey’s defense policy and overseeing its armed forces.
  • 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: Ministry of National Defence (Tunisia)
Triple: [Tunisian security forces, subordinateTo, Ministry of National Defence (Tunisia)]
Generated description
The Ministry of National Defence of Tunisia is the government department responsible for overseeing the country’s armed forces, defense policy, and military security.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ministry of National Defence (Tunisia)
Target entity description: The Ministry of National Defence of Tunisia is the government department responsible for overseeing the country’s armed forces, defense policy, and military security.
  • A. Ministry of National Defense (Lebanon)
    The Ministry of National Defense (Lebanon) is the Lebanese government department responsible for overseeing the country’s armed forces, defense strategy, and military affairs.
  • B. Ministry of Defence of Mali
    The Ministry of Defence of Mali is the government department responsible for formulating and implementing Mali’s national defense policy and overseeing its armed forces.
  • C. Ministry of Defence (Bahrain)
    The Ministry of Defence (Bahrain) is the Bahraini government body responsible for national defense policy, oversight of the armed forces, and overall military administration.
  • D. Ministry of Defense of Egypt
    The Ministry of Defense of Egypt is the government body responsible for overseeing the Egyptian Armed Forces and managing the country’s national defense and military policy.
  • E. Ministry of National Defence of Turkey
    The Ministry of National Defence of Turkey is the government body responsible for formulating and implementing Turkey’s defense policy and overseeing its armed forces.
  • 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_69d86da882448190a82ea962fe343b79 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e156fc6f348190b49c4858281a0904 completed April 16, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffbe7e76d481909e6f1d1ea33edd60 completed May 9, 2026, 11:08 p.m.
NEDg Description generation batch_69ffbf3e80b08190899262a9d03c0e93 completed May 9, 2026, 11:11 p.m.
NED2 Entity disambiguation (via description) batch_69ffbfc0d1548190b7d2e9e10e837f0b completed May 9, 2026, 11:14 p.m.
Created at: April 10, 2026, 4:53 a.m.