Triple
T2985583
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Károly Takács |
E80616
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object | Hungarian Army |
E40717
|
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: Hungarian Army | Statement: [Károly Takács, memberOf, Hungarian Army]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hungarian Army Context triple: [Károly Takács, memberOf, Hungarian Army]
-
A.
Hungarian Defence Forces
chosen
The Hungarian Defence Forces are the unified military organization of Hungary, responsible for the country’s national defense and participation in international peacekeeping and NATO operations.
-
B.
Hungarian People’s Army
The Hungarian People’s Army was the armed forces of the socialist-era Hungarian state, serving as the military of the Hungarian People’s Republic during the Cold War.
-
C.
Hungarian Territorial Defence Forces
The Hungarian Territorial Defence Forces are a reserve and volunteer component of Hungary’s military responsible for homeland defense, support to civil authorities, and strengthening national resilience.
-
D.
Hungarian 2nd Army
The Hungarian 2nd Army was a major field army of the Royal Hungarian Honvéd that fought on the Eastern Front in World War II and suffered catastrophic losses during the Soviet offensives around Stalingrad.
-
E.
Hungarian Special Operations Forces
The Hungarian Special Operations Forces are an elite military unit of Hungary responsible for high-risk missions such as counterterrorism, reconnaissance, and unconventional warfare at home and in international operations.
- 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_69ad8b16c3488190b47b6aa7a59a335b |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad99c76dfc8190b08bd6110ffabf25 |
completed | March 8, 2026, 3:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b108fb46b08190bcbd00e69cf06047 |
completed | March 11, 2026, 6:17 a.m. |
Created at: March 8, 2026, 2:59 p.m.