Triple

T1946065
Position Surface form Disambiguated ID Type / Status
Subject Chadian–Libyan conflict E42056 entity
Predicate hasPart P35 FINISHED
Object 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.
E235383 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 Ouadi Doum | Statement: [Chadian–Libyan conflict, hasPart, Battle of Ouadi Doum]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Ouadi Doum
Context triple: [Chadian–Libyan conflict, hasPart, Battle of Ouadi Doum]
  • A. Battle of Kissoué
    The Battle of Kissoué was a World War II engagement in June 1941 during the Allied invasion of Vichy-controlled Syria and Lebanon, where Allied forces fought to advance toward Damascus.
  • B. Battle of Diabaly
    The Battle of Diabaly was a key 2013 engagement in central Mali during the French-led intervention against Islamist militants, where French and Malian forces recaptured the town from jihadist control.
  • C. Battle of El Obeid
    The Battle of El Obeid was a key 1883 Mahdist victory over Egyptian-led forces in Sudan that paved the way for subsequent Mahdist advances, including the siege of Khartoum.
  • D. Battle of Sidi-Brahim
    The Battle of Sidi-Brahim was a notable 1845 clash in Algeria between French forces and Berber fighters led by Abd al-Qadir, remembered in France as a symbol of military heroism and sacrifice during the colonial conquest.
  • 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. 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 Ouadi Doum
Triple: [Chadian–Libyan conflict, hasPart, Battle of Ouadi Doum]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of Ouadi Doum
Target entity description: 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.
  • A. Battle of Kissoué
    The Battle of Kissoué was a World War II engagement in June 1941 during the Allied invasion of Vichy-controlled Syria and Lebanon, where Allied forces fought to advance toward Damascus.
  • B. Battle of Diabaly
    The Battle of Diabaly was a key 2013 engagement in central Mali during the French-led intervention against Islamist militants, where French and Malian forces recaptured the town from jihadist control.
  • C. Battle of El Obeid
    The Battle of El Obeid was a key 1883 Mahdist victory over Egyptian-led forces in Sudan that paved the way for subsequent Mahdist advances, including the siege of Khartoum.
  • D. Battle of Sidi-Brahim
    The Battle of Sidi-Brahim was a notable 1845 clash in Algeria between French forces and Berber fighters led by Abd al-Qadir, remembered in France as a symbol of military heroism and sacrifice during the colonial conquest.
  • 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. 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_69a8870e08fc8190a319cbf2600db15f completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb300af2481908ae359972843c1ef completed March 7, 2026, 5:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae3044b25c81908a7ebbc6e62a8053 completed March 9, 2026, 2:28 a.m.
NEDg Description generation batch_69ae344656348190ad75c06926470706 completed March 9, 2026, 2:45 a.m.
NED2 Entity disambiguation (via description) batch_69ae349e8f9c8190a22350eebee73e83 completed March 9, 2026, 2:46 a.m.
Created at: March 4, 2026, 7:36 p.m.