Triple
T1978913
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Armed Forces of Turkey |
E42978
|
entity |
| Predicate | conflict |
P12
|
FINISHED |
| Object |
Operation Peace Spring
Operation Peace Spring was a 2019 Turkish military offensive into northeastern Syria aimed at pushing back Kurdish-led forces and establishing a so-called safe zone along the Turkey–Syria border.
|
E223610
|
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: Operation Peace Spring | Statement: [Armed Forces of Turkey, conflict, Operation Peace Spring]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Operation Peace Spring Context triple: [Armed Forces of Turkey, conflict, Operation Peace Spring]
-
A.
Operation Spring Awakening
Operation Spring Awakening was Nazi Germany’s last major offensive of World War II, launched in March 1945 near Lake Balaton in Hungary in a failed attempt to secure vital oil fields and halt the Soviet advance.
-
B.
Operation Peace for Galilee
Operation Peace for Galilee was the codename for Israel’s 1982 military invasion of Lebanon aimed at expelling the Palestine Liberation Organization and reshaping Lebanon’s political landscape.
-
C.
Operation New Dawn
Operation New Dawn was the U.S. military phase marking the formal end of combat operations and transition to stability and advisory missions in Iraq beginning in 2010.
-
D.
Operation Joshua
Operation Joshua was a 1985 Israeli-led airlift that rescued and relocated hundreds of Ethiopian Jews from Sudan to Israel as part of a broader effort to bring the Ethiopian Jewish community to safety.
-
E.
Operation Provide Comfort
Operation Provide Comfort was a post–Gulf War multinational humanitarian and military mission led by the United States and its allies to protect Kurdish refugees in northern Iraq from Saddam Hussein’s forces.
- 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: Operation Peace Spring Triple: [Armed Forces of Turkey, conflict, Operation Peace Spring]
Generated description
Operation Peace Spring was a 2019 Turkish military offensive into northeastern Syria aimed at pushing back Kurdish-led forces and establishing a so-called safe zone along the Turkey–Syria border.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Operation Peace Spring Target entity description: Operation Peace Spring was a 2019 Turkish military offensive into northeastern Syria aimed at pushing back Kurdish-led forces and establishing a so-called safe zone along the Turkey–Syria border.
-
A.
Operation Spring Awakening
Operation Spring Awakening was Nazi Germany’s last major offensive of World War II, launched in March 1945 near Lake Balaton in Hungary in a failed attempt to secure vital oil fields and halt the Soviet advance.
-
B.
Operation Peace for Galilee
Operation Peace for Galilee was the codename for Israel’s 1982 military invasion of Lebanon aimed at expelling the Palestine Liberation Organization and reshaping Lebanon’s political landscape.
-
C.
Operation New Dawn
Operation New Dawn was the U.S. military phase marking the formal end of combat operations and transition to stability and advisory missions in Iraq beginning in 2010.
-
D.
Operation Joshua
Operation Joshua was a 1985 Israeli-led airlift that rescued and relocated hundreds of Ethiopian Jews from Sudan to Israel as part of a broader effort to bring the Ethiopian Jewish community to safety.
-
E.
Operation Provide Comfort
Operation Provide Comfort was a post–Gulf War multinational humanitarian and military mission led by the United States and its allies to protect Kurdish refugees in northern Iraq from Saddam Hussein’s forces.
- 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_69a8871289048190b00b0d7744b7b2b1 |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb43011188190b6a41c004e9e4802 |
completed | March 7, 2026, 5:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae032988ec8190b9012cbb77e7efa4 |
completed | March 8, 2026, 11:15 p.m. |
| NEDg | Description generation | batch_69ae03c4faac8190a13aa0882eda3629 |
completed | March 8, 2026, 11:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae0445a9608190918a7bd45b9bf999 |
completed | March 8, 2026, 11:20 p.m. |
Created at: March 4, 2026, 7:36 p.m.