Triple

T5845492
Position Surface form Disambiguated ID Type / Status
Subject Battle of Muar E129698 entity
Predicate involvesMilitaryUnit P1063 FINISHED
Object 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.
 E550665 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: 2/19th Battalion (Australia) | Statement: [Battle of Muar, involvesMilitaryUnit, 2/19th Battalion (Australia)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 2/19th Battalion (Australia)
Context triple: [Battle of Muar, involvesMilitaryUnit, 2/19th Battalion (Australia)]
  • A. 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.
  • B. 2/31st Battalion (Australia)
    The 2/31st Battalion (Australia) was an infantry battalion of the Second Australian Imperial Force that served in key campaigns in the Middle East, New Guinea, and Borneo during World War II.
  • C. 9th Battalion, Royal Australian Regiment
    The 9th Battalion, Royal Australian Regiment was an infantry battalion of the Australian Army that served during the Vietnam War and later as a reserve unit before its eventual disbandment.
  • D. 2/40th Battalion (Australia)
    The 2/40th Battalion (Australia) was an Australian Army infantry battalion of the Second Australian Imperial Force, raised in Tasmania and best known for its service and eventual capture during the early Pacific campaigns of World War II.
  • E. 2/33rd Battalion (Australia)
    The 2/33rd Battalion (Australia) was an infantry battalion of the Second Australian Imperial Force that served with distinction in the Middle East and Pacific campaigns during World War II.
  • 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: 2/19th Battalion (Australia)
Triple: [Battle of Muar, involvesMilitaryUnit, 2/19th Battalion (Australia)]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 2/19th Battalion (Australia)
Target entity description: 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.
  • A. 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.
  • B. 2/31st Battalion (Australia)
    The 2/31st Battalion (Australia) was an infantry battalion of the Second Australian Imperial Force that served in key campaigns in the Middle East, New Guinea, and Borneo during World War II.
  • C. 9th Battalion, Royal Australian Regiment
    The 9th Battalion, Royal Australian Regiment was an infantry battalion of the Australian Army that served during the Vietnam War and later as a reserve unit before its eventual disbandment.
  • D. 2/40th Battalion (Australia)
    The 2/40th Battalion (Australia) was an Australian Army infantry battalion of the Second Australian Imperial Force, raised in Tasmania and best known for its service and eventual capture during the early Pacific campaigns of World War II.
  • E. 2/33rd Battalion (Australia)
    The 2/33rd Battalion (Australia) was an infantry battalion of the Second Australian Imperial Force that served with distinction in the Middle East and Pacific campaigns during World War II.
  • 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_69c0a1a9ffa881908b38eeddb411c4ab completed March 23, 2026, 2:12 a.m.
NEDg Description generation batch_69c0a33b6d4c81908f2adb838a8f3dff completed March 23, 2026, 2:19 a.m.
NED2 Entity disambiguation (via description) batch_69c0a39b21488190ad2d38dde17aadeb completed March 23, 2026, 2:21 a.m.
Created at: March 22, 2026, 3:55 p.m.