Triple
T3917926
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | People's Militia |
E88888
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Bulgarian socialist security apparatus |
E83643
|
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: Bulgarian socialist security apparatus | Statement: [People's Militia, partOf, Bulgarian socialist security apparatus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bulgarian socialist security apparatus Context triple: [People's Militia, partOf, Bulgarian socialist security apparatus]
-
A.
Bulgarian State Security (DS)
chosen
Bulgarian State Security (DS) was the communist-era secret police and intelligence service of Bulgaria, known for its extensive surveillance, repression of dissent, and close cooperation with the Soviet KGB during the Cold War.
-
B.
Bulgarian People's Army
The Bulgarian People's Army was the communist-era military force of the People's Republic of Bulgaria, which notably participated alongside other Warsaw Pact troops in the 1968 invasion of Czechoslovakia to suppress the Prague Spring.
-
C.
Construction Troops of Bulgaria
The Construction Troops of Bulgaria were a specialized formation within the Bulgarian People's Army responsible for large-scale construction, engineering, and infrastructure projects, often using conscripted labor.
-
D.
Soviet state security organs
Soviet state security organs were the powerful intelligence and secret police institutions of the USSR responsible for political repression, surveillance, and internal security.
-
E.
Eastern Bloc security forces
Eastern Bloc security forces were the state-controlled police, intelligence, and border-guard organizations of communist countries in Eastern Europe that maintained political repression, surveillance, and strict control over citizens during the Cold War.
- 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_69aed955229881909e85e73ffab1d343 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeed5797508190adaddb84575d9bb3 |
completed | March 9, 2026, 3:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b52864e0488190ab348a52cb9168b9 |
completed | March 14, 2026, 9:20 a.m. |
Created at: March 9, 2026, 3:22 p.m.