Triple
T368244
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Second Libyan Civil War |
E8210
|
entity |
| Predicate | mainBelligerent |
P375
|
FINISHED |
| Object |
Libyan National Army
The Libyan National Army is a faction led by General Khalifa Haftar that controls large parts of eastern Libya and has been a key military and political force in the country’s post-2011 conflict.
|
E46545
|
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: Libyan National Army | Statement: [Second Libyan Civil War, mainBelligerent, Libyan National Army]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Libyan National Army Context triple: [Second Libyan Civil War, mainBelligerent, Libyan National Army]
-
A.
Egyptian Republican Guard
The Egyptian Republican Guard is an elite military unit responsible for protecting Egypt’s president, key government institutions, and strategic sites, often serving as a symbol of regime security and stability.
-
B.
Egyptian Armed Forces
The Egyptian Armed Forces are the unified military forces of Egypt, comprising its army, navy, air force, and air defense, and are among the largest and most influential militaries in the Middle East.
-
C.
Sa'ka Forces
Sa'ka Forces are Egypt’s elite special operations troops known for high-risk commando, counterterrorism, and unconventional warfare missions.
-
D.
Riyadh Front
Riyadh Front is a major mixed-use commercial and entertainment complex in Riyadh, Saudi Arabia, featuring shopping, dining, business facilities, and large-scale events.
-
E.
Libyan government
The Libyan government is the central political authority of Libya, responsible for administering the country’s affairs, enforcing laws, and managing national resources and institutions.
- 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: Libyan National Army Triple: [Second Libyan Civil War, mainBelligerent, Libyan National Army]
Generated description
The Libyan National Army is a faction led by General Khalifa Haftar that controls large parts of eastern Libya and has been a key military and political force in the country’s post-2011 conflict.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Libyan National Army Target entity description: The Libyan National Army is a faction led by General Khalifa Haftar that controls large parts of eastern Libya and has been a key military and political force in the country’s post-2011 conflict.
-
A.
Egyptian Republican Guard
The Egyptian Republican Guard is an elite military unit responsible for protecting Egypt’s president, key government institutions, and strategic sites, often serving as a symbol of regime security and stability.
-
B.
Egyptian Armed Forces
The Egyptian Armed Forces are the unified military forces of Egypt, comprising its army, navy, air force, and air defense, and are among the largest and most influential militaries in the Middle East.
-
C.
Sa'ka Forces
Sa'ka Forces are Egypt’s elite special operations troops known for high-risk commando, counterterrorism, and unconventional warfare missions.
-
D.
Riyadh Front
Riyadh Front is a major mixed-use commercial and entertainment complex in Riyadh, Saudi Arabia, featuring shopping, dining, business facilities, and large-scale events.
-
E.
Libyan government
The Libyan government is the central political authority of Libya, responsible for administering the country’s affairs, enforcing laws, and managing national resources and institutions.
- 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_69a2e7f2ec648190b42bc7db424f8109 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ebeab13c8190b15c2f10310ec6a8 |
completed | Feb. 28, 2026, 1:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3ecaaf780819081db5cfbe8af0894 |
completed | March 1, 2026, 7:37 a.m. |
| NEDg | Description generation | batch_69a3ed33f1c88190b3db7d5626b80981 |
completed | March 1, 2026, 7:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3ed8557e48190893e58e37e2b85d3 |
completed | March 1, 2026, 7:40 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.