Triple
T15786741
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Somaliland War of Independence |
E382755
|
entity |
| Predicate | majorBattle |
P259
|
FINISHED |
| Object |
Burao fighting
Burao fighting refers to a key series of clashes in and around the city of Burao that played a pivotal role in the struggle leading to Somaliland’s eventual declaration of independence from Somalia.
|
E1176163
|
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: Burao fighting | Statement: [Somaliland War of Independence, majorBattle, Burao fighting]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Burao fighting Context triple: [Somaliland War of Independence, majorBattle, Burao fighting]
-
A.
Battle of Sangin
The Battle of Sangin was a prolonged and intense series of engagements in Afghanistan’s Helmand Province, where British and later U.S. and Afghan forces fought to secure a strategically vital Taliban stronghold.
-
B.
Battle of Wau
The Battle of Wau was a World War II engagement in early 1943 in which Australian forces successfully defended the strategically vital airfield town of Wau in New Guinea against advancing Japanese troops.
-
C.
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.
-
D.
Battle of Konna
The Battle of Konna was a key 2013 clash in central Mali between Islamist militants and Malian–French forces that marked an early turning point in France’s Operation Serval intervention.
-
E.
Majuba campaign
The Majuba campaign was a British military operation during the First Boer War, culminating in the 1881 Battle of Majuba Hill and marked by a decisive Boer victory that led to the restoration of Transvaal self-government.
- 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: Burao fighting Triple: [Somaliland War of Independence, majorBattle, Burao fighting]
Generated description
Burao fighting refers to a key series of clashes in and around the city of Burao that played a pivotal role in the struggle leading to Somaliland’s eventual declaration of independence from Somalia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Burao fighting Target entity description: Burao fighting refers to a key series of clashes in and around the city of Burao that played a pivotal role in the struggle leading to Somaliland’s eventual declaration of independence from Somalia.
-
A.
Battle of Sangin
The Battle of Sangin was a prolonged and intense series of engagements in Afghanistan’s Helmand Province, where British and later U.S. and Afghan forces fought to secure a strategically vital Taliban stronghold.
-
B.
Battle of Wau
The Battle of Wau was a World War II engagement in early 1943 in which Australian forces successfully defended the strategically vital airfield town of Wau in New Guinea against advancing Japanese troops.
-
C.
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.
-
D.
Battle of Konna
The Battle of Konna was a key 2013 clash in central Mali between Islamist militants and Malian–French forces that marked an early turning point in France’s Operation Serval intervention.
-
E.
Majuba campaign
The Majuba campaign was a British military operation during the First Boer War, culminating in the 1881 Battle of Majuba Hill and marked by a decisive Boer victory that led to the restoration of Transvaal self-government.
- 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_69d86da16e188190b89af699f1ed0bfe |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e0540380448190a025338f0e62e6d1 |
completed | April 16, 2026, 3:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff90a6365c8190833431cf079b21fb |
completed | May 9, 2026, 7:53 p.m. |
| NEDg | Description generation | batch_69ff916638048190ad4a6c85da9cef9d |
completed | May 9, 2026, 7:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff91cf6f7c81908361f85c9a98ae80 |
completed | May 9, 2026, 7:58 p.m. |
Created at: April 10, 2026, 4:48 a.m.