Triple
T6409464
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North Korean mass organizations |
E127667
|
entity |
| Predicate | hasMemberOrganization |
P12024
|
FINISHED |
| Object |
Korean Union of Scientists and Engineers
The Korean Union of Scientists and Engineers is a North Korean professional mass organization that brings together scientists and engineers to support the country’s scientific, technological, and industrial goals.
|
E590669
|
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: Korean Union of Scientists and Engineers | Statement: [North Korean mass organizations, hasMemberOrganization, Korean Union of Scientists and Engineers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Korean Union of Scientists and Engineers Context triple: [North Korean mass organizations, hasMemberOrganization, Korean Union of Scientists and Engineers]
-
A.
Korea Research Institute of Standards and Science
The Korea Research Institute of Standards and Science is South Korea’s national metrology institute, responsible for establishing and maintaining the country’s measurement standards and supporting scientific and industrial precision.
-
B.
Korea Aerospace Research Institute
The Korea Aerospace Research Institute is South Korea’s national space agency responsible for developing and managing the country’s space and aerospace technologies, including satellites and launch vehicles.
-
C.
Korea Atomic Energy Research Institute
The Korea Atomic Energy Research Institute is South Korea’s leading national research organization dedicated to nuclear energy science, technology development, and related safety and policy research.
-
D.
Kim Chaek University of Technology
Kim Chaek University of Technology is a leading North Korean institution of higher education in Pyongyang, specializing in engineering and scientific research.
-
E.
KAIST
KAIST is a leading South Korean research university renowned for its strengths in science, engineering, and technology.
- 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: Korean Union of Scientists and Engineers Triple: [North Korean mass organizations, hasMemberOrganization, Korean Union of Scientists and Engineers]
Generated description
The Korean Union of Scientists and Engineers is a North Korean professional mass organization that brings together scientists and engineers to support the country’s scientific, technological, and industrial goals.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Korean Union of Scientists and Engineers Target entity description: The Korean Union of Scientists and Engineers is a North Korean professional mass organization that brings together scientists and engineers to support the country’s scientific, technological, and industrial goals.
-
A.
Korea Research Institute of Standards and Science
The Korea Research Institute of Standards and Science is South Korea’s national metrology institute, responsible for establishing and maintaining the country’s measurement standards and supporting scientific and industrial precision.
-
B.
Korea Aerospace Research Institute
The Korea Aerospace Research Institute is South Korea’s national space agency responsible for developing and managing the country’s space and aerospace technologies, including satellites and launch vehicles.
-
C.
Korea Atomic Energy Research Institute
The Korea Atomic Energy Research Institute is South Korea’s leading national research organization dedicated to nuclear energy science, technology development, and related safety and policy research.
-
D.
Kim Chaek University of Technology
Kim Chaek University of Technology is a leading North Korean institution of higher education in Pyongyang, specializing in engineering and scientific research.
-
E.
KAIST
KAIST is a leading South Korean research university renowned for its strengths in science, engineering, and technology.
- 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_69c0083723d88190b1e37b19df162c08 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c068cdf25881908d42a5d979637ad6 |
completed | March 22, 2026, 10:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c638b7582481909640965acf261dff |
completed | March 27, 2026, 7:58 a.m. |
| NEDg | Description generation | batch_69c63b74688881909bb41db1ec89daf6 |
completed | March 27, 2026, 8:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c63be025c88190b24cf4168b8194a0 |
completed | March 27, 2026, 8:12 a.m. |
Created at: March 22, 2026, 4:41 p.m.