Triple
T14273945
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Armed Forces of Latvia |
E353867
|
entity |
| Predicate | hasBranch |
P35
|
FINISHED |
| Object |
Latvian Special Operations Forces
The Latvian Special Operations Forces are an elite military unit of Latvia responsible for high-risk missions such as counterterrorism, reconnaissance, and unconventional warfare at home and in international operations.
|
E353867
|
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: Latvian Special Operations Forces | Statement: [Armed Forces of Latvia, hasBranch, Latvian Special Operations Forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Latvian Special Operations Forces Context triple: [Armed Forces of Latvia, hasBranch, Latvian Special Operations Forces]
-
A.
Lithuanian Special Operations Force
The Lithuanian Special Operations Force is an elite military unit of Lithuania responsible for high-risk missions such as counterterrorism, special reconnaissance, and unconventional warfare.
-
B.
Armed Forces of Latvia
The Armed Forces of Latvia are the national military of Latvia, responsible for the country’s defense and participation in NATO and international security operations.
-
C.
Latvian auxiliary police
The Latvian auxiliary police were locally recruited collaborationist units that assisted Nazi German forces in occupying Latvia, including participating in mass shootings and other atrocities against Jews and other civilians during World War II.
-
D.
Latvian Legion
The Latvian Legion was a World War II military formation composed largely of Latvian volunteers and conscripts serving within the Waffen-SS under German command on the Eastern Front.
-
E.
Latvian Forest Brothers
The Latvian Forest Brothers were a guerrilla resistance movement of Latvian partisans who waged an armed struggle against Soviet occupation after World War II.
- 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: Latvian Special Operations Forces Triple: [Armed Forces of Latvia, hasBranch, Latvian Special Operations Forces]
Generated description
The Latvian Special Operations Forces are an elite military unit of Latvia responsible for high-risk missions such as counterterrorism, reconnaissance, and unconventional warfare at home and in international operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Latvian Special Operations Forces Target entity description: The Latvian Special Operations Forces are an elite military unit of Latvia responsible for high-risk missions such as counterterrorism, reconnaissance, and unconventional warfare at home and in international operations.
-
A.
Lithuanian Special Operations Force
The Lithuanian Special Operations Force is an elite military unit of Lithuania responsible for high-risk missions such as counterterrorism, special reconnaissance, and unconventional warfare.
-
B.
Armed Forces of Latvia
chosen
The Armed Forces of Latvia are the national military of Latvia, responsible for the country’s defense and participation in NATO and international security operations.
-
C.
Latvian auxiliary police
The Latvian auxiliary police were locally recruited collaborationist units that assisted Nazi German forces in occupying Latvia, including participating in mass shootings and other atrocities against Jews and other civilians during World War II.
-
D.
Latvian Legion
The Latvian Legion was a World War II military formation composed largely of Latvian volunteers and conscripts serving within the Waffen-SS under German command on the Eastern Front.
-
E.
Latvian Forest Brothers
The Latvian Forest Brothers were a guerrilla resistance movement of Latvian partisans who waged an armed struggle against Soviet occupation after World War II.
- F. None of above.
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_69d8278d25148190abf1a8c8f5f533ad |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de6582f5308190969f4cfd724d9139 |
completed | April 14, 2026, 4:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd326d35808190bbf3f6bbc50554f4 |
completed | May 8, 2026, 12:46 a.m. |
| NEDg | Description generation | batch_69fd372c49d88190ad76477d24e48d59 |
completed | May 8, 2026, 1:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd379feff081908a74d12782bedbee |
completed | May 8, 2026, 1:08 a.m. |
Created at: April 10, 2026, 1:10 a.m.