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.