Triple

T21635622
Position Surface form Disambiguated ID Type / Status
Subject Filohan’i Madagasikara E533950 entity
Predicate hasAuthorityOver P544 FINISHED
Object armed forces of Madagascar
The armed forces of Madagascar are the national military organization responsible for defending the country’s sovereignty, territorial integrity, and internal security.
 E1493678 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: armed forces of Madagascar | Statement: [Filohan’i Madagasikara, hasAuthorityOver, armed forces of Madagascar]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: armed forces of Madagascar
Context triple: [Filohan’i Madagasikara, hasAuthorityOver, armed forces of Madagascar]
  • A. Malagasy Air Force
    The Malagasy Air Force is the aerial warfare branch of Madagascar’s military, responsible for the country’s air defense, transport, and support operations.
  • B. Malian Armed Forces
    The Malian Armed Forces are the national military of Mali, responsible for defending the country’s sovereignty and conducting internal security and counterinsurgency operations.
  • C. Malian Gendarmerie
    The Malian Gendarmerie is a national paramilitary police force in Mali responsible for law enforcement, public security, and maintaining order, operating under military authority.
  • D. Malian National Guard
    The Malian National Guard is a branch of Mali’s security forces responsible for internal security, territorial defense, and support to civil authorities, including maintaining public order and protecting key institutions.
  • E. Malawi Army
    The Malawi Army is the land warfare branch of Malawi’s armed forces, responsible for national defense, internal security, and participation in regional peacekeeping 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: armed forces of Madagascar
Triple: [Filohan’i Madagasikara, hasAuthorityOver, armed forces of Madagascar]
Generated description
The armed forces of Madagascar are the national military organization responsible for defending the country’s sovereignty, territorial integrity, and internal security.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: armed forces of Madagascar
Target entity description: The armed forces of Madagascar are the national military organization responsible for defending the country’s sovereignty, territorial integrity, and internal security.
  • A. Malagasy Air Force
    The Malagasy Air Force is the aerial warfare branch of Madagascar’s military, responsible for the country’s air defense, transport, and support operations.
  • B. Malian Armed Forces
    The Malian Armed Forces are the national military of Mali, responsible for defending the country’s sovereignty and conducting internal security and counterinsurgency operations.
  • C. Malian Gendarmerie
    The Malian Gendarmerie is a national paramilitary police force in Mali responsible for law enforcement, public security, and maintaining order, operating under military authority.
  • D. Malian National Guard
    The Malian National Guard is a branch of Mali’s security forces responsible for internal security, territorial defense, and support to civil authorities, including maintaining public order and protecting key institutions.
  • E. Malawi Army
    The Malawi Army is the land warfare branch of Malawi’s armed forces, responsible for national defense, internal security, and participation in regional peacekeeping operations.
  • 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_69e0c465ae7481908577b7209fdb2a77 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef538c5fbc8190a3316cf91f9516dc completed April 27, 2026, 12:16 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a0f9de1fc8190bd44ba90877385c1 completed May 17, 2026, 6:57 p.m.
NEDg Description generation batch_6a0a106d521481909aff885d50adbda1 completed May 17, 2026, 7:01 p.m.
NED2 Entity disambiguation (via description) batch_6a0a10e6cda481908c263911f681c337 completed May 17, 2026, 7:03 p.m.
Created at: April 16, 2026, 6:35 p.m.