Triple

T9193149
Position Surface form Disambiguated ID Type / Status
Subject Toyota War E220637 entity
Predicate significantBattle P259 FINISHED
Object Battle of Aouzou
The Battle of Aouzou was a key 1987 clash between Chad and Libya over the Aouzou Strip, marking a turning point in the Toyota War and contributing to Libya’s eventual withdrawal from Chadian territory.
E792343 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 Aouzou | Statement: [Toyota War, significantBattle, Battle of Aouzou]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Aouzou
Context triple: [Toyota War, significantBattle, Battle of Aouzou]
  • A. Battle of Buzakha
    The Battle of Buzakha was an early 7th-century clash during the Ridda Wars in which the Rashidun forces defeated the rebel prophet Tulayha’s followers, helping to consolidate the nascent Islamic state in Arabia.
  • B. Battle of Shumshu
    The Battle of Shumshu was a late World War II clash in August 1945 between Soviet and Japanese forces over the Kuril Islands, marking one of the final battles of the Pacific War.
  • C. Battle of Mindouos
    The Battle of Mindouos was a military engagement during the Iberian War between the Eastern Roman (Byzantine) Empire and the Sasanian Persian Empire in the early 6th century.
  • D. Battle of Gurun
    The Battle of Gurun was a World War II engagement in the Malayan Campaign where British and Commonwealth forces attempted to delay the advancing Japanese army in Kedah, Malaya, in December 1941.
  • E. Battle of Tabaruzaka
    The Battle of Tabaruzaka was a major 1877 clash in Japan between imperial government forces and samurai rebels, marking one of the bloodiest and most decisive engagements of the Satsuma Rebellion.
  • 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 Aouzou
Triple: [Toyota War, significantBattle, Battle of Aouzou]
Generated description
The Battle of Aouzou was a key 1987 clash between Chad and Libya over the Aouzou Strip, marking a turning point in the Toyota War and contributing to Libya’s eventual withdrawal from Chadian territory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of Aouzou
Target entity description: The Battle of Aouzou was a key 1987 clash between Chad and Libya over the Aouzou Strip, marking a turning point in the Toyota War and contributing to Libya’s eventual withdrawal from Chadian territory.
  • A. Battle of Buzakha
    The Battle of Buzakha was an early 7th-century clash during the Ridda Wars in which the Rashidun forces defeated the rebel prophet Tulayha’s followers, helping to consolidate the nascent Islamic state in Arabia.
  • B. Battle of Shumshu
    The Battle of Shumshu was a late World War II clash in August 1945 between Soviet and Japanese forces over the Kuril Islands, marking one of the final battles of the Pacific War.
  • C. Battle of Mindouos
    The Battle of Mindouos was a military engagement during the Iberian War between the Eastern Roman (Byzantine) Empire and the Sasanian Persian Empire in the early 6th century.
  • D. Battle of Gurun
    The Battle of Gurun was a World War II engagement in the Malayan Campaign where British and Commonwealth forces attempted to delay the advancing Japanese army in Kedah, Malaya, in December 1941.
  • E. Battle of Tabaruzaka
    The Battle of Tabaruzaka was a major 1877 clash in Japan between imperial government forces and samurai rebels, marking one of the bloodiest and most decisive engagements of the Satsuma Rebellion.
  • 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_69ca83e7ba70819088b74866d9da2c30 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccd5c1fa9c8190bc5cc6dce8778694 completed April 1, 2026, 8:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0e32f4bcc8190902aa5e02cc051d9 completed April 4, 2026, 10:08 a.m.
NEDg Description generation batch_69d0e502b68081909a9f9476421ba9b5 completed April 4, 2026, 10:16 a.m.
NED2 Entity disambiguation (via description) batch_69d0e5af7360819096c6295de0ce5f32 completed April 4, 2026, 10:19 a.m.
Created at: March 30, 2026, 7:24 p.m.