Triple
T2131361
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Libyan National Army |
E46545
|
entity |
| Predicate | participatedIn |
P149
|
FINISHED |
| Object | Battle for Derna |
E48911
|
NE FINISHED |
How this triple was built (2 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: Battle for Derna | Statement: [Libyan National Army, participatedIn, Battle for Derna]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Battle for Derna Context triple: [Libyan National Army, participatedIn, Battle for Derna]
-
A.
Battle of Derna
chosen
The Battle of Derna was a key military confrontation in eastern Libya in which rival Islamist factions and forces aligned with the internationally recognized government fought for control of the strategic coastal city of Derna during the Second Libyan Civil War.
-
B.
Capture of Touggourt
The Capture of Touggourt was a French military operation in the mid-19th century that secured the oasis town of Touggourt in the Sahara, extending French colonial control deeper into southern Algeria.
-
C.
Battle of Derna (1805)
The Battle of Derna (1805) was a U.S.-led assault on the Libyan port city of Derna during the First Barbary War, notable as the first recorded land battle fought by the United States on foreign soil.
-
D.
Fezzan campaign
The Fezzan campaign was a World War II military operation in which Free French forces advanced through the Fezzan region of southern Libya to secure the Sahara and support Allied offensives in North Africa.
-
E.
Battle of Bir Hakeim
The Battle of Bir Hakeim was a pivotal 1942 North African engagement in which Free French forces held off Axis troops in the Libyan desert, significantly delaying the advance toward Egypt.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a88a1626548190ae59a5028c3baa8e |
completed | March 4, 2026, 7:37 p.m. |
| NER | Named-entity recognition | batch_69abbb79f21881909ad8d1a09c1f29fd |
completed | March 7, 2026, 5:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae51a82a7c8190bc6737034d01f176 |
completed | March 9, 2026, 4:50 a.m. |
Created at: March 4, 2026, 7:44 p.m.