Triple
T722376
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PT-91 Twardy |
E14645
|
entity |
| Predicate | usedBy |
P260
|
FINISHED |
| Object |
Malaysian Army
The Malaysian Army is the land warfare branch of Malaysia’s Armed Forces, responsible for defending the nation’s territorial integrity and conducting ground operations at home and abroad.
|
E86684
|
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: Malaysian Army | Statement: [PT-91 Twardy, usedBy, Malaysian Army]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malaysian Army Context triple: [PT-91 Twardy, usedBy, Malaysian Army]
-
A.
Royal Malaysian Air Force
The Royal Malaysian Air Force is the air warfare branch of Malaysia’s armed forces, responsible for the country’s aerial defense, surveillance, and support operations.
-
B.
Indonesian Army
The Indonesian Army is the land warfare branch of Indonesia's armed forces, responsible for ground-based military operations and national defense across the country's vast archipelago.
-
C.
Indonesian Republican armed forces
The Indonesian Republican armed forces were the military forces of the Indonesian Republic that fought to secure and defend Indonesia’s independence during the Indonesian National Revolution.
-
D.
Armed Forces of Thailand
The Armed Forces of Thailand are the military organization responsible for the defense and security of the Kingdom of Thailand, encompassing its army, navy, and air force.
-
E.
Pakistan Army
The Pakistan Army is the principal land warfare branch of Pakistan’s armed forces, responsible for defending the country’s territorial integrity and conducting ground operations.
- 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: Malaysian Army Triple: [PT-91 Twardy, usedBy, Malaysian Army]
Generated description
The Malaysian Army is the land warfare branch of Malaysia’s Armed Forces, responsible for defending the nation’s territorial integrity and conducting ground operations at home and abroad.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Malaysian Army Target entity description: The Malaysian Army is the land warfare branch of Malaysia’s Armed Forces, responsible for defending the nation’s territorial integrity and conducting ground operations at home and abroad.
-
A.
Royal Malaysian Air Force
The Royal Malaysian Air Force is the air warfare branch of Malaysia’s armed forces, responsible for the country’s aerial defense, surveillance, and support operations.
-
B.
Indonesian Army
The Indonesian Army is the land warfare branch of Indonesia's armed forces, responsible for ground-based military operations and national defense across the country's vast archipelago.
-
C.
Indonesian Republican armed forces
The Indonesian Republican armed forces were the military forces of the Indonesian Republic that fought to secure and defend Indonesia’s independence during the Indonesian National Revolution.
-
D.
Armed Forces of Thailand
The Armed Forces of Thailand are the military organization responsible for the defense and security of the Kingdom of Thailand, encompassing its army, navy, and air force.
-
E.
Pakistan Army
The Pakistan Army is the principal land warfare branch of Pakistan’s armed forces, responsible for defending the country’s territorial integrity and conducting ground operations.
- 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_69a4934c753c81909b309027e48b9b3a |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a591124c8190842e7ef18b064198 |
completed | March 1, 2026, 8:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a6375c16488190a8509e1e2b5c6a7d |
completed | March 3, 2026, 1:20 a.m. |
| NEDg | Description generation | batch_69a63bb28e1c8190bb363ef7d389dddd |
completed | March 3, 2026, 1:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a63c2ac310819095eacf5017a637f2 |
completed | March 3, 2026, 1:40 a.m. |
Created at: March 1, 2026, 7:37 p.m.