Triple

T3758547
Position Surface form Disambiguated ID Type / Status
Subject Tunisian government E82105 entity
Predicate oversees P46 FINISHED
Object Tunisian security forces
Tunisian security forces are the state’s police, military, and intelligence bodies responsible for maintaining internal security, public order, and national defense in Tunisia.
E386952 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 security forces | Statement: [Tunisian government, oversees, Tunisian security forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tunisian security forces
Context triple: [Tunisian government, oversees, Tunisian security forces]
  • A. Egyptian special forces
    Egyptian special forces are elite military units of Egypt trained and equipped for high-risk counterterrorism, reconnaissance, and special operations missions.
  • B. 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.
  • C. Egyptian National Police
    The Egyptian National Police is the nationwide civilian law enforcement body of Egypt, responsible for maintaining public order, preventing and investigating crime, and supporting internal security under the authority of the Ministry of Interior.
  • D. Lebanese Armed Forces
    The Lebanese Armed Forces are the national military of Lebanon, responsible for defending the country’s sovereignty, maintaining internal security, and operating in coordination with international peacekeeping forces.
  • E. Turkish Gendarmerie
    The Turkish Gendarmerie is a national military law enforcement agency responsible for maintaining public order, security, and law enforcement in rural areas of Turkey.
  • 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 security forces
Triple: [Tunisian government, oversees, Tunisian security forces]
Generated description
Tunisian security forces are the state’s police, military, and intelligence bodies responsible for maintaining internal security, public order, and national defense in Tunisia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tunisian security forces
Target entity description: Tunisian security forces are the state’s police, military, and intelligence bodies responsible for maintaining internal security, public order, and national defense in Tunisia.
  • A. Egyptian special forces
    Egyptian special forces are elite military units of Egypt trained and equipped for high-risk counterterrorism, reconnaissance, and special operations missions.
  • B. 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.
  • C. Egyptian National Police
    The Egyptian National Police is the nationwide civilian law enforcement body of Egypt, responsible for maintaining public order, preventing and investigating crime, and supporting internal security under the authority of the Ministry of Interior.
  • D. Lebanese Armed Forces
    The Lebanese Armed Forces are the national military of Lebanon, responsible for defending the country’s sovereignty, maintaining internal security, and operating in coordination with international peacekeeping forces.
  • E. Turkish Gendarmerie
    The Turkish Gendarmerie is a national military law enforcement agency responsible for maintaining public order, security, and law enforcement in rural areas of Turkey.
  • 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_69ad8b1db40081908b61ffa6b78afd4d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcbc20b20819095fedf803aadc53a completed March 8, 2026, 7:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4e5133ba48190a18ea170e3b9e1cd completed March 14, 2026, 4:33 a.m.
NEDg Description generation batch_69b4e62d284881908531b93645649f45 completed March 14, 2026, 4:38 a.m.
NED2 Entity disambiguation (via description) batch_69b4ea2b19e48190864d2114603865ed completed March 14, 2026, 4:55 a.m.
Created at: March 8, 2026, 3:35 p.m.