Triple
T11088811
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | USAG Humphreys |
E262193
|
entity |
| Predicate | worksWith |
P398
|
FINISHED |
| Object | Republic of Korea military authorities |
E393952
|
NE FINISHED |
How this triple was built (2 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: Republic of Korea military authorities | Statement: [USAG Humphreys, worksWith, Republic of Korea military authorities]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Republic of Korea military authorities Context triple: [USAG Humphreys, worksWith, Republic of Korea military authorities]
-
A.
Republic of Korea Ministry of National Defense
The Republic of Korea Ministry of National Defense is the South Korean government ministry responsible for formulating and executing national defense policy and overseeing the country’s armed forces.
-
B.
Republic of Korea Joint Chiefs of Staff
The Republic of Korea Joint Chiefs of Staff is South Korea’s top military command authority responsible for operational control, coordination, and strategic planning of the nation’s armed forces.
-
C.
Republic of Korea Armed Forces (operationally associated)
The Republic of Korea Armed Forces (operationally associated) are South Korea’s military forces, which operate in close coordination with United Nations Command and U.S. forces for the defense of the Korean Peninsula.
-
D.
Republic of Korea Army
The Republic of Korea Army is the land warfare branch of South Korea’s armed forces, responsible for defending the Korean Peninsula and serving as the country’s primary ground combat force.
-
E.
Republic of Korea military units
chosen
Republic of Korea military units are the organized armed forces formations of South Korea, encompassing its army, navy, air force, and related branches.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6aa9a40d88190a373e2c7e48285db |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d799e844b08190987c7c8e8d626510 |
completed | April 9, 2026, 12:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3e7b68ca88190a26ee54eb873c9cf |
completed | April 18, 2026, 8:21 p.m. |
Created at: April 8, 2026, 9:27 p.m.