Triple
T8938172
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kufra region |
E212829
|
entity |
| Predicate | siteOf |
P1205
|
FINISHED |
| Object |
Battle of Kufra
The Battle of Kufra was a World War II engagement in early 1941 in southeastern Libya, where Free French and British forces captured the Italian-held desert oasis of Kufra, marking an important early Allied victory in North Africa.
|
E767644
|
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: Battle of Kufra | Statement: [Kufra region, siteOf, Battle of Kufra]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Battle of Kufra Context triple: [Kufra region, siteOf, Battle of Kufra]
-
A.
Battle of Ouadi Doum
The Battle of Ouadi Doum was a key 1986 clash in northern Chad in which Chadian forces, heavily supported by France, struck a major Libyan airbase, marking a turning point against Libyan intervention in the region.
-
B.
Battle of Benghazi
The Battle of Benghazi was a key early confrontation in the 2011 Libyan uprising in which rebel forces clashed with Muammar Gaddafi’s troops for control of the country’s second-largest city, prompting international intervention.
-
C.
Battle of Atbara
The Battle of Atbara was a key 1898 Anglo-Egyptian victory over Mahdist forces in Sudan that paved the way for the decisive Battle of Omdurman and the reconquest of the Sudan.
-
D.
Battle of Wadi Akarit
The Battle of Wadi Akarit was a World War II engagement in April 1943 in Tunisia, where Allied forces broke through Axis defensive positions as part of the North African campaign.
-
E.
Battle of Qurna
The Battle of Qurna was a World War I engagement in Mesopotamia where British and Indian forces secured control of the strategically important town of Qurna at the confluence of the Tigris and Euphrates rivers.
- 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: Battle of Kufra Triple: [Kufra region, siteOf, Battle of Kufra]
Generated description
The Battle of Kufra was a World War II engagement in early 1941 in southeastern Libya, where Free French and British forces captured the Italian-held desert oasis of Kufra, marking an important early Allied victory in North Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Battle of Kufra Target entity description: The Battle of Kufra was a World War II engagement in early 1941 in southeastern Libya, where Free French and British forces captured the Italian-held desert oasis of Kufra, marking an important early Allied victory in North Africa.
-
A.
Battle of Ouadi Doum
The Battle of Ouadi Doum was a key 1986 clash in northern Chad in which Chadian forces, heavily supported by France, struck a major Libyan airbase, marking a turning point against Libyan intervention in the region.
-
B.
Battle of Benghazi
The Battle of Benghazi was a key early confrontation in the 2011 Libyan uprising in which rebel forces clashed with Muammar Gaddafi’s troops for control of the country’s second-largest city, prompting international intervention.
-
C.
Battle of Atbara
The Battle of Atbara was a key 1898 Anglo-Egyptian victory over Mahdist forces in Sudan that paved the way for the decisive Battle of Omdurman and the reconquest of the Sudan.
-
D.
Battle of Wadi Akarit
The Battle of Wadi Akarit was a World War II engagement in April 1943 in Tunisia, where Allied forces broke through Axis defensive positions as part of the North African campaign.
-
E.
Battle of Qurna
The Battle of Qurna was a World War I engagement in Mesopotamia where British and Indian forces secured control of the strategically important town of Qurna at the confluence of the Tigris and Euphrates rivers.
- 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_69ca839694c88190b324ffeb43d23b08 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc66b57a348190979effe4f9998eb7 |
completed | April 1, 2026, 12:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfc1e692548190b631c4926927d12f |
completed | April 3, 2026, 1:34 p.m. |
| NEDg | Description generation | batch_69cfc2b23be0819089503ca761f3f0b4 |
completed | April 3, 2026, 1:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfc3731fbc8190bd3efc9a9786d078 |
completed | April 3, 2026, 1:41 p.m. |
Created at: March 30, 2026, 6:58 p.m.