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.