Triple
T8648240
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Australian Imperial Force |
E205032
|
entity |
| Predicate | majorCampaign |
P4656
|
FINISHED |
| Object | Battle of Fromelles |
E368618
|
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 Fromelles | Statement: [Australian Imperial Force, majorCampaign, Battle of Fromelles]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Battle of Fromelles Context triple: [Australian Imperial Force, majorCampaign, Battle of Fromelles]
-
A.
Battle of Fromelles
chosen
The Battle of Fromelles was a disastrous First World War engagement on the Western Front in July 1916, remembered particularly for the heavy losses suffered by Australian troops in their first major action on the Western Front.
-
B.
Battle of Polygon Wood
The Battle of Polygon Wood was a World War I engagement in 1917 in the Ypres Salient, where Australian and British forces advanced against German positions as part of the larger Third Battle of Ypres.
-
C.
Battle of Pozières
The Battle of Pozières was a major and intensely fought engagement on the Western Front during the 1916 Somme offensive, in which Australian and British forces captured and held the strategically vital village of Pozières against heavy German counterattacks.
-
D.
Battle of Loos
The Battle of Loos was a major British offensive on the Western Front in 1915 during World War I, marked by the first large-scale British use of poison gas and heavy casualties for limited territorial gains.
-
E.
Battle of Neuve Chapelle
The Battle of Neuve Chapelle was a major early World War I offensive on the Western Front in March 1915, where British and Indian forces launched a concentrated attack against German positions in northern France.
- 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_69ca834e56848190abb0eeaec9dedd32 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc4812b7bc8190acb40da57cad293a |
completed | March 31, 2026, 10:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cef35ea7108190b164f9c3715be4f5 |
completed | April 2, 2026, 10:53 p.m. |
Created at: March 30, 2026, 6:29 p.m.