Triple

T9193147
Position Surface form Disambiguated ID Type / Status
Subject Toyota War E220637 entity
Predicate significantBattle P259 FINISHED
Object Battle of Fada
The Battle of Fada was a key 1987 clash in northern Chad where Chadian forces, using highly mobile Toyota pickup trucks, decisively defeated Libyan armored units during the Toyota War.
E792141 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 Fada | Statement: [Toyota War, significantBattle, Battle of Fada]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Fada
Context triple: [Toyota War, significantBattle, Battle of Fada]
  • A. Battle of Buin
    The Battle of Buin was a key engagement in the Chilean War of the Confederation (1836–1839), where Chilean forces fought against the Peru-Bolivian Confederation near the Buin River.
  • B. Battle of Fahl
    The Battle of Fahl was an early 7th-century clash in which Rashidun forces defeated the Byzantines in the Jordan Valley, helping secure Muslim control over the Levant.
  • C. Battle of Fombio
    The Battle of Fombio was a 1796 engagement in Napoleon Bonaparte’s first Italian campaign, where French forces defeated Austrian troops in northern Italy shortly before the more famous Battle of Lodi.
  • D. Battle of Baugnez
    The Battle of Baugnez refers to the World War II engagement near Malmedy, Belgium, during the Battle of the Bulge, where American troops were attacked by German forces in the events surrounding the Malmedy massacre.
  • E. Battle of Badme
    The Battle of Badme was a pivotal and fiercely contested engagement between Eritrean and Ethiopian forces that helped trigger and define the course of the Eritrean–Ethiopian War in the late 1990s.
  • 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 Fada
Triple: [Toyota War, significantBattle, Battle of Fada]
Generated description
The Battle of Fada was a key 1987 clash in northern Chad where Chadian forces, using highly mobile Toyota pickup trucks, decisively defeated Libyan armored units during the Toyota War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of Fada
Target entity description: The Battle of Fada was a key 1987 clash in northern Chad where Chadian forces, using highly mobile Toyota pickup trucks, decisively defeated Libyan armored units during the Toyota War.
  • A. Battle of Buin
    The Battle of Buin was a key engagement in the Chilean War of the Confederation (1836–1839), where Chilean forces fought against the Peru-Bolivian Confederation near the Buin River.
  • B. Battle of Fahl
    The Battle of Fahl was an early 7th-century clash in which Rashidun forces defeated the Byzantines in the Jordan Valley, helping secure Muslim control over the Levant.
  • C. Battle of Fombio
    The Battle of Fombio was a 1796 engagement in Napoleon Bonaparte’s first Italian campaign, where French forces defeated Austrian troops in northern Italy shortly before the more famous Battle of Lodi.
  • D. Battle of Baugnez
    The Battle of Baugnez refers to the World War II engagement near Malmedy, Belgium, during the Battle of the Bulge, where American troops were attacked by German forces in the events surrounding the Malmedy massacre.
  • E. Battle of Badme
    The Battle of Badme was a pivotal and fiercely contested engagement between Eritrean and Ethiopian forces that helped trigger and define the course of the Eritrean–Ethiopian War in the late 1990s.
  • 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_69d0c70fa90881909ba9e797ef24768b completed April 4, 2026, 8:08 a.m.
NEDg Description generation batch_69d0c976a0308190ba66990fe0a3f33e completed April 4, 2026, 8:19 a.m.
NED2 Entity disambiguation (via description) batch_69d0ce28aaf48190a1e6b4040353c6b9 completed April 4, 2026, 8:39 a.m.
Created at: March 30, 2026, 7:24 p.m.