Triple
T4928128
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malayan Peoples Anti-Japanese Army |
E110625
|
entity |
| Predicate | trainingBy |
P40765
|
FINISHED |
| Object |
British Force 136
British Force 136 was a World War II special operations unit of the British Special Operations Executive that organized, trained, and supported resistance movements in Japanese-occupied Southeast Asia.
|
E480915
|
NE FINISHED |
How this triple was built (5 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: British Force 136 | Statement: [Malayan Peoples Anti-Japanese Army, trainingBy, British Force 136]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: British Force 136 Context triple: [Malayan Peoples Anti-Japanese Army, trainingBy, British Force 136]
-
A.
No. 12 Commando
No. 12 Commando was a British Army commando unit of World War II known for conducting specialized raids and amphibious operations against German-occupied Europe.
-
B.
Special Force
Special Force, better known as the Chindits, was a British India–based long-range penetration commando force that conducted deep-raid operations behind Japanese lines in Burma during World War II.
-
C.
21st Special Service Group
The 21st Special Service Group is an elite special operations unit of the Malaysian Army specializing in counter-terrorism, unconventional warfare, and high-risk missions.
-
D.
Lark Force
Lark Force was an Australian Army formation deployed to defend Rabaul in New Britain during World War II, ultimately overwhelmed by Japanese forces in 1942.
-
E.
British Commandos
The British Commandos were elite special operations forces of the British Army formed during World War II to conduct raids, reconnaissance, and other high-risk missions behind enemy lines.
- 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: British Force 136 Triple: [Malayan Peoples Anti-Japanese Army, trainingBy, British Force 136]
Generated description
British Force 136 was a World War II special operations unit of the British Special Operations Executive that organized, trained, and supported resistance movements in Japanese-occupied Southeast Asia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: British Force 136 Target entity description: British Force 136 was a World War II special operations unit of the British Special Operations Executive that organized, trained, and supported resistance movements in Japanese-occupied Southeast Asia.
-
A.
No. 12 Commando
No. 12 Commando was a British Army commando unit of World War II known for conducting specialized raids and amphibious operations against German-occupied Europe.
-
B.
Special Force
Special Force, better known as the Chindits, was a British India–based long-range penetration commando force that conducted deep-raid operations behind Japanese lines in Burma during World War II.
-
C.
21st Special Service Group
The 21st Special Service Group is an elite special operations unit of the Malaysian Army specializing in counter-terrorism, unconventional warfare, and high-risk missions.
-
D.
Lark Force
Lark Force was an Australian Army formation deployed to defend Rabaul in New Britain during World War II, ultimately overwhelmed by Japanese forces in 1942.
-
E.
British Commandos
The British Commandos were elite special operations forces of the British Army formed during World War II to conduct raids, reconnaissance, and other high-risk missions behind enemy lines.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: trainingBy Context triple: [Malayan Peoples Anti-Japanese Army, trainingBy, British Force 136]
-
A.
training
Indicates that one entity is teaching, coaching, or otherwise helping another entity acquire or improve a skill, behavior, or capability.
-
B.
trainingUse
Indicates that something is used for training purposes, such as preparing, educating, or improving the skills or performance of an entity.
-
C.
trainingComponent
Indicates that one entity functions as a training-related part, module, or element within a larger training process or system involving another entity.
-
D.
trainingSystem
Indicates a system or framework used to train, instruct, or develop skills or knowledge in a target entity.
-
E.
providesTrainingFor
chosen
Indicates that one entity delivers or conducts training activities intended to develop the skills or knowledge of another entity.
- F. None of above.
Provenance (6 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_69bd4415190c8190817bee7ec9f9f944 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd7036d8e88190bc4be2975160da23 |
completed | March 20, 2026, 4:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be77ac88148190a51fa2e9085d6897 |
completed | March 21, 2026, 10:49 a.m. |
| NEDg | Description generation | batch_69be7847a378819081687ec783a8b862 |
completed | March 21, 2026, 10:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be7915a26c81909b21a128daebf5b3 |
completed | March 21, 2026, 10:55 a.m. |
| PD | Predicate disambiguation | batch_69bd6c3695c8819094e7ad2f6d4ba1ac |
completed | March 20, 2026, 3:48 p.m. |
Created at: March 20, 2026, 1:30 p.m.