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.