Triple
T16568815
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mali War |
E402531
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object | Battle of Timbuktu |
E448729
|
NE FINISHED |
How this triple was built (2 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 Timbuktu | Statement: [Mali War, hasPart, Battle of Timbuktu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Battle of Timbuktu Context triple: [Mali War, hasPart, Battle of Timbuktu]
-
A.
Battle of Timbuktu
chosen
The Battle of Timbuktu was a 2013 military engagement in northern Mali in which French and Malian forces recaptured the historic desert city from Islamist militants during the Northern Mali conflict.
-
B.
Battle of Gao
The Battle of Gao was a key 2013 conflict in the Northern Mali War in which Malian and French-led forces recaptured the strategic city of Gao from Islamist militants.
-
C.
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.
-
D.
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.
-
E.
Battle of Tondibi
The Battle of Tondibi was a 1591 confrontation in which Moroccan forces decisively defeated the Songhai Empire, leading to the empire’s rapid collapse and reshaping power in West Africa.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d8838648088190acf97ef11fc3f61b |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e35773c00c819091731bebc02a69bb |
completed | April 18, 2026, 10:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a007da4b60c8190a682d20aa881792c |
completed | May 10, 2026, 12:44 p.m. |
Created at: April 10, 2026, 5:16 a.m.