Triple
T1117898
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | K9 Thunder |
E11141
|
entity |
| Predicate | designedBy |
P184
|
FINISHED |
| Object |
Agency for Defense Development
The Agency for Defense Development is South Korea’s national defense research organization responsible for developing advanced military technologies and weapons systems.
|
E129077
|
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: Agency for Defense Development | Statement: [K9 Thunder, designedBy, Agency for Defense Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Agency for Defense Development Context triple: [K9 Thunder, designedBy, Agency for Defense Development]
-
A.
Defence Infrastructure Organisation
The Defence Infrastructure Organisation is a UK government body responsible for managing and developing the military estate and infrastructure for the Ministry of Defence.
-
B.
Directorate of Science and Technology
The Directorate of Science and Technology is the branch of the CIA responsible for developing and applying advanced technologies to support U.S. intelligence collection and analysis.
-
C.
Ministry of Defence (India)
The Ministry of Defence (India) is the central government ministry responsible for formulating defence policy, overseeing the Indian Armed Forces, and managing national security and defence-related administration.
-
D.
Defence Space Agency
The Defence Space Agency is India’s tri-service military unit responsible for coordinating and enhancing the country’s space-based defense capabilities.
-
E.
Defence Nuclear Organisation
The Defence Nuclear Organisation is the branch of the UK Ministry of Defence responsible for overseeing and managing the British Armed Forces’ nuclear capabilities and related policy.
- 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: Agency for Defense Development Triple: [K9 Thunder, designedBy, Agency for Defense Development]
Generated description
The Agency for Defense Development is South Korea’s national defense research organization responsible for developing advanced military technologies and weapons systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Agency for Defense Development Target entity description: The Agency for Defense Development is South Korea’s national defense research organization responsible for developing advanced military technologies and weapons systems.
-
A.
Defence Infrastructure Organisation
The Defence Infrastructure Organisation is a UK government body responsible for managing and developing the military estate and infrastructure for the Ministry of Defence.
-
B.
Directorate of Science and Technology
The Directorate of Science and Technology is the branch of the CIA responsible for developing and applying advanced technologies to support U.S. intelligence collection and analysis.
-
C.
Ministry of Defence (India)
The Ministry of Defence (India) is the central government ministry responsible for formulating defence policy, overseeing the Indian Armed Forces, and managing national security and defence-related administration.
-
D.
Defence Space Agency
The Defence Space Agency is India’s tri-service military unit responsible for coordinating and enhancing the country’s space-based defense capabilities.
-
E.
Defence Nuclear Organisation
The Defence Nuclear Organisation is the branch of the UK Ministry of Defence responsible for overseeing and managing the British Armed Forces’ nuclear capabilities and related policy.
- 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_69a493252a648190ac48f8742474a5e8 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4bba425a8819099116e479552332e |
completed | March 1, 2026, 10:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac53999b3c8190aff1cf84a3c16909 |
completed | March 7, 2026, 4:34 p.m. |
| NEDg | Description generation | batch_69ac554aec048190821801070d1a4852 |
completed | March 7, 2026, 4:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac55afd8c88190b0f2bbafc33ad8b7 |
completed | March 7, 2026, 4:43 p.m. |
Created at: March 1, 2026, 7:43 p.m.