Triple
T10813444
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 8th Australian Division |
E255161
|
entity |
| Predicate | notablePOWExperience |
P6764
|
FINISHED |
| Object |
Sandakan death marches
The Sandakan death marches were a series of brutal forced marches of Allied prisoners of war by the Japanese in Borneo during World War II, resulting in the deaths of nearly all who took part and standing as one of the worst atrocities committed against Australian POWs.
|
E887517
|
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: Sandakan death marches | Statement: [8th Australian Division, notablePOWExperience, Sandakan death marches]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sandakan death marches Context triple: [8th Australian Division, notablePOWExperience, Sandakan death marches]
-
A.
Bataan Death March
The Bataan Death March was a brutal forced transfer of tens of thousands of American and Filipino prisoners of war by the Japanese army in 1942, marked by extreme abuse, starvation, and high mortality.
-
B.
Aitape–Wewak campaign
The Aitape–Wewak campaign was a late World War II Allied offensive in northern New Guinea in 1944–45 aimed at clearing remaining Japanese forces from the Aitape and Wewak regions.
-
C.
Burma Railway
The Burma Railway, also known as the Death Railway, was a World War II Japanese-built rail line in Southeast Asia constructed with forced labor under brutal conditions, causing the deaths of tens of thousands of Allied prisoners of war and Asian civilians.
-
D.
Sook Ching massacre
The Sook Ching massacre was a World War II mass killing carried out by the Japanese military in Singapore, targeting and executing thousands of ethnic Chinese civilians suspected of anti-Japanese sentiments.
-
E.
Sumpul River massacre
The Sumpul River massacre was a 1980 atrocity during El Salvador’s civil war in which hundreds of civilians, many of them women and children, were killed by Salvadoran armed forces and allied paramilitaries near the Honduran border.
- 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: Sandakan death marches Triple: [8th Australian Division, notablePOWExperience, Sandakan death marches]
Generated description
The Sandakan death marches were a series of brutal forced marches of Allied prisoners of war by the Japanese in Borneo during World War II, resulting in the deaths of nearly all who took part and standing as one of the worst atrocities committed against Australian POWs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sandakan death marches Target entity description: The Sandakan death marches were a series of brutal forced marches of Allied prisoners of war by the Japanese in Borneo during World War II, resulting in the deaths of nearly all who took part and standing as one of the worst atrocities committed against Australian POWs.
-
A.
Bataan Death March
The Bataan Death March was a brutal forced transfer of tens of thousands of American and Filipino prisoners of war by the Japanese army in 1942, marked by extreme abuse, starvation, and high mortality.
-
B.
Aitape–Wewak campaign
The Aitape–Wewak campaign was a late World War II Allied offensive in northern New Guinea in 1944–45 aimed at clearing remaining Japanese forces from the Aitape and Wewak regions.
-
C.
Burma Railway
The Burma Railway, also known as the Death Railway, was a World War II Japanese-built rail line in Southeast Asia constructed with forced labor under brutal conditions, causing the deaths of tens of thousands of Allied prisoners of war and Asian civilians.
-
D.
Sook Ching massacre
The Sook Ching massacre was a World War II mass killing carried out by the Japanese military in Singapore, targeting and executing thousands of ethnic Chinese civilians suspected of anti-Japanese sentiments.
-
E.
Sumpul River massacre
The Sumpul River massacre was a 1980 atrocity during El Salvador’s civil war in which hundreds of civilians, many of them women and children, were killed by Salvadoran armed forces and allied paramilitaries near the Honduran border.
- 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_69d6aa61c15c8190a1839550c56e75e1 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d733eba9b48190b4dbe7fe5d8be0a4 |
completed | April 9, 2026, 5:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de8546b41081909e13152c4df2eb1c |
completed | April 14, 2026, 6:19 p.m. |
| NEDg | Description generation | batch_69de8955b9d8819086ff98efbff6c7a0 |
completed | April 14, 2026, 6:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69de8f4a318c819086559fd53506ab29 |
completed | April 14, 2026, 7:02 p.m. |
Created at: April 8, 2026, 9:18 p.m.