Triple
T23283071
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Singapore Ministry of Defence |
E588918
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
Defence Science and Technology Agency
The Defence Science and Technology Agency is Singapore’s national authority for defence technology, responsible for developing, acquiring, and integrating advanced systems to support the Singapore Armed Forces and national security.
|
E1578418
|
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: Defence Science and Technology Agency | Statement: [Singapore Ministry of Defence, oversees, Defence Science and Technology Agency]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Defence Science and Technology Agency Context triple: [Singapore Ministry of Defence, oversees, Defence Science and Technology Agency]
-
A.
Defence Science and Technology Group
The Defence Science and Technology Group is the Australian Government’s lead agency for applying science and technology to enhance the nation’s defence and national security capabilities.
-
B.
Defence Procurement Agency
The Defence Procurement Agency was a UK Ministry of Defence body responsible for acquiring and managing military equipment and services for the armed forces.
-
C.
Defence Intelligence Organisation
The Defence Intelligence Organisation is an Australian government agency responsible for providing strategic and military intelligence assessments to support national defence and security decision-making.
-
D.
Centre for Defence Acquisition
The Centre for Defence Acquisition is a UK-based academic and training institution specializing in defence procurement, acquisition, and logistics education for military and government personnel.
-
E.
Defence Materiel Organisation
The Defence Materiel Organisation is the Dutch government agency responsible for procuring, managing, and maintaining military equipment and materiel for the Netherlands’ armed forces.
- 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: Defence Science and Technology Agency Triple: [Singapore Ministry of Defence, oversees, Defence Science and Technology Agency]
Generated description
The Defence Science and Technology Agency is Singapore’s national authority for defence technology, responsible for developing, acquiring, and integrating advanced systems to support the Singapore Armed Forces and national security.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Defence Science and Technology Agency Target entity description: The Defence Science and Technology Agency is Singapore’s national authority for defence technology, responsible for developing, acquiring, and integrating advanced systems to support the Singapore Armed Forces and national security.
-
A.
Defence Science and Technology Group
The Defence Science and Technology Group is the Australian Government’s lead agency for applying science and technology to enhance the nation’s defence and national security capabilities.
-
B.
Defence Procurement Agency
The Defence Procurement Agency was a UK Ministry of Defence body responsible for acquiring and managing military equipment and services for the armed forces.
-
C.
Defence Intelligence Organisation
The Defence Intelligence Organisation is an Australian government agency responsible for providing strategic and military intelligence assessments to support national defence and security decision-making.
-
D.
Centre for Defence Acquisition
The Centre for Defence Acquisition is a UK-based academic and training institution specializing in defence procurement, acquisition, and logistics education for military and government personnel.
-
E.
Defence Materiel Organisation
The Defence Materiel Organisation is the Dutch government agency responsible for procuring, managing, and maintaining military equipment and materiel for the Netherlands’ armed forces.
- 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_69e25d16e2c08190a291de254703129e |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f196447a748190bd797ec9baa63fc3 |
completed | April 29, 2026, 5:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c3f813f248190b56ed6a7fc074989 |
completed | May 19, 2026, 10:46 a.m. |
| NEDg | Description generation | batch_6a0c405ca9e081908adeedd69acb8ed2 |
completed | May 19, 2026, 10:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c443c4540819096f1a41d9c24a706 |
completed | May 19, 2026, 11:06 a.m. |
Created at: April 17, 2026, 4:58 p.m.