Triple
T5845494
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Battle of Muar |
E129698
|
entity |
| Predicate | involvesMilitaryUnit |
P1063
|
FINISHED |
| Object |
2/18th Battalion (Australia)
The 2/18th Battalion (Australia) was an Australian Army infantry battalion of the Second Australian Imperial Force that served notably in the Malayan Campaign and later suffered heavy losses in the fall of Singapore during World War II.
|
E553745
|
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: 2/18th Battalion (Australia) | Statement: [Battle of Muar, involvesMilitaryUnit, 2/18th Battalion (Australia)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 2/18th Battalion (Australia) Context triple: [Battle of Muar, involvesMilitaryUnit, 2/18th Battalion (Australia)]
-
A.
2/19th Battalion (Australia)
The 2/19th Battalion (Australia) was an Australian Army infantry battalion of the Second Australian Imperial Force that fought in the Malayan Campaign of World War II, notably suffering heavy losses during the Battle of Muar and the subsequent fall of Singapore.
-
B.
2/25th Battalion (Australia)
The 2/25th Battalion (Australia) was an infantry battalion of the Second Australian Imperial Force that served in key campaigns in the Middle East and the Pacific during World War II.
-
C.
8th Battalion, Royal Australian Regiment
The 8th Battalion, Royal Australian Regiment was an infantry battalion of the Australian Army that served during the Vietnam War era before later being amalgamated with another unit.
-
D.
Australian 17th Brigade
The Australian 17th Brigade was an infantry formation of the Second Australian Imperial Force that served prominently in the Pacific theatre during the Second World War.
-
E.
2nd Battalion, Royal Australian Regiment
The 2nd Battalion, Royal Australian Regiment is a regular infantry battalion of the Australian Army known for its deployments in major conflicts and peacekeeping operations since the mid-20th century.
- 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: 2/18th Battalion (Australia) Triple: [Battle of Muar, involvesMilitaryUnit, 2/18th Battalion (Australia)]
Generated description
The 2/18th Battalion (Australia) was an Australian Army infantry battalion of the Second Australian Imperial Force that served notably in the Malayan Campaign and later suffered heavy losses in the fall of Singapore during World War II.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 2/18th Battalion (Australia) Target entity description: The 2/18th Battalion (Australia) was an Australian Army infantry battalion of the Second Australian Imperial Force that served notably in the Malayan Campaign and later suffered heavy losses in the fall of Singapore during World War II.
-
A.
2/19th Battalion (Australia)
The 2/19th Battalion (Australia) was an Australian Army infantry battalion of the Second Australian Imperial Force that fought in the Malayan Campaign of World War II, notably suffering heavy losses during the Battle of Muar and the subsequent fall of Singapore.
-
B.
2/25th Battalion (Australia)
The 2/25th Battalion (Australia) was an infantry battalion of the Second Australian Imperial Force that served in key campaigns in the Middle East and the Pacific during World War II.
-
C.
8th Battalion, Royal Australian Regiment
The 8th Battalion, Royal Australian Regiment was an infantry battalion of the Australian Army that served during the Vietnam War era before later being amalgamated with another unit.
-
D.
Australian 17th Brigade
The Australian 17th Brigade was an infantry formation of the Second Australian Imperial Force that served prominently in the Pacific theatre during the Second World War.
-
E.
2nd Battalion, Royal Australian Regiment
The 2nd Battalion, Royal Australian Regiment is a regular infantry battalion of the Australian Army known for its deployments in major conflicts and peacekeeping operations since the mid-20th century.
- 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_69c0084bd31c8190a796bb6284845e83 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c034dcafe88190a438034a539ffa52 |
completed | March 22, 2026, 6:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0b0fb0f68819091018926ee4c7bb8 |
completed | March 23, 2026, 3:18 a.m. |
| NEDg | Description generation | batch_69c0b1cb731481909de9c3fde3595b7b |
completed | March 23, 2026, 3:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0b27f53608190b2a1f78e3cd1b634 |
completed | March 23, 2026, 3:24 a.m. |
Created at: March 22, 2026, 3:55 p.m.