Triple

T15956732
Position Surface form Disambiguated ID Type / Status
Subject Tunisian armed forces E386953 entity
Predicate hasBranch P35 FINISHED
Object Tunisian Air Force
The Tunisian Air Force is the aerial warfare branch of Tunisia’s military, responsible for defending the country’s airspace and supporting ground and naval operations.
 E1189901 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: Tunisian Air Force | Statement: [Tunisian armed forces, hasBranch, Tunisian Air Force]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tunisian Air Force
Context triple: [Tunisian armed forces, hasBranch, Tunisian Air Force]
  • A. Algerian Air Force
    The Algerian Air Force is the aerial warfare branch of Algeria’s military, responsible for defending the country’s airspace and conducting air operations using a mix of Soviet/Russian and Western aircraft.
  • B. Tunisian Armed Forces
    The Tunisian Armed Forces are the military organization of Tunisia, responsible for the country's defense and composed of army, navy, and air force branches.
  • C. Libyan Air Force
    The Libyan Air Force is the aerial warfare branch of Libya's military, historically operating a mix of Soviet, Western, and locally modified aircraft and helicopters.
  • D. Lebanese Air Force
    The Lebanese Air Force is the aerial warfare branch of Lebanon’s military, responsible for defending the country’s airspace and providing air support to its armed forces.
  • E. Tunisian National Guard
    The Tunisian National Guard is a national gendarmerie-style force responsible for internal security, law enforcement, and border protection across Tunisia.
  • 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: Tunisian Air Force
Triple: [Tunisian armed forces, hasBranch, Tunisian Air Force]
Generated description
The Tunisian Air Force is the aerial warfare branch of Tunisia’s military, responsible for defending the country’s airspace and supporting ground and naval operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tunisian Air Force
Target entity description: The Tunisian Air Force is the aerial warfare branch of Tunisia’s military, responsible for defending the country’s airspace and supporting ground and naval operations.
  • A. Algerian Air Force
    The Algerian Air Force is the aerial warfare branch of Algeria’s military, responsible for defending the country’s airspace and conducting air operations using a mix of Soviet/Russian and Western aircraft.
  • B. Tunisian Armed Forces chosen
    The Tunisian Armed Forces are the military organization of Tunisia, responsible for the country's defense and composed of army, navy, and air force branches.
  • C. Libyan Air Force
    The Libyan Air Force is the aerial warfare branch of Libya's military, historically operating a mix of Soviet, Western, and locally modified aircraft and helicopters.
  • D. Lebanese Air Force
    The Lebanese Air Force is the aerial warfare branch of Lebanon’s military, responsible for defending the country’s airspace and providing air support to its armed forces.
  • E. Tunisian National Guard
    The Tunisian National Guard is a national gendarmerie-style force responsible for internal security, law enforcement, and border protection across Tunisia.
  • 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_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_69ffe46d180c81909be66f628d1bdf72 completed May 10, 2026, 1:50 a.m.
NEDg Description generation batch_69ffe5ddbed881908295b4c7a1516708 completed May 10, 2026, 1:56 a.m.
NED2 Entity disambiguation (via description) batch_69ffe6739fbc8190b8dec4f421ef0a76 completed May 10, 2026, 1:59 a.m.
Created at: April 10, 2026, 4:53 a.m.