Triple
T261838
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | War in Afghanistan (2001–2021) |
E5556
|
entity |
| Predicate | majorEvent |
P259
|
FINISHED |
| Object |
2021 Taliban offensive
The 2021 Taliban offensive was the rapid, nationwide military campaign by the Taliban that led to the collapse of the Afghan government and the end of the U.S.-backed Islamic Republic of Afghanistan.
|
E5556
|
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: 2021 Taliban offensive | Statement: [War in Afghanistan (2001–2021), majorEvent, 2021 Taliban offensive]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 2021 Taliban offensive Context triple: [War in Afghanistan (2001–2021), majorEvent, 2021 Taliban offensive]
-
A.
Operation al-Fajr
Operation al-Fajr was the U.S.-led November 2004 offensive to retake the Iraqi city of Fallujah from insurgent forces during the Iraq War.
-
B.
War in Afghanistan (2001–2021)
The War in Afghanistan (2001–2021) was a protracted conflict initiated by a U.S.-led invasion to dismantle al-Qaeda and remove the Taliban from power, evolving into a long-term counterinsurgency and nation-building effort that ended with the Taliban’s return to control.
-
C.
Operation Telic
Operation Telic was the codename for the British military campaign in Iraq, beginning with the 2003 invasion and continuing through subsequent occupation and stabilization efforts.
-
D.
Operation Barkhane
Operation Barkhane was a long-term French-led counterterrorism and counterinsurgency military campaign conducted across the Sahel region of Africa from 2014 to 2022.
-
E.
Operation Serval
Operation Serval was a 2013 French-led military intervention in Mali aimed at halting Islamist militant advances and stabilizing the country.
- 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: 2021 Taliban offensive Triple: [War in Afghanistan (2001–2021), majorEvent, 2021 Taliban offensive]
Generated description
The 2021 Taliban offensive was the rapid, nationwide military campaign by the Taliban that led to the collapse of the Afghan government and the end of the U.S.-backed Islamic Republic of Afghanistan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 2021 Taliban offensive Target entity description: The 2021 Taliban offensive was the rapid, nationwide military campaign by the Taliban that led to the collapse of the Afghan government and the end of the U.S.-backed Islamic Republic of Afghanistan.
-
A.
Operation al-Fajr
Operation al-Fajr was the U.S.-led November 2004 offensive to retake the Iraqi city of Fallujah from insurgent forces during the Iraq War.
-
B.
War in Afghanistan (2001–2021)
chosen
The War in Afghanistan (2001–2021) was a protracted conflict initiated by a U.S.-led invasion to dismantle al-Qaeda and remove the Taliban from power, evolving into a long-term counterinsurgency and nation-building effort that ended with the Taliban’s return to control.
-
C.
Operation Telic
Operation Telic was the codename for the British military campaign in Iraq, beginning with the 2003 invasion and continuing through subsequent occupation and stabilization efforts.
-
D.
Operation Barkhane
Operation Barkhane was a long-term French-led counterterrorism and counterinsurgency military campaign conducted across the Sahel region of Africa from 2014 to 2022.
-
E.
Operation Serval
Operation Serval was a 2013 French-led military intervention in Mali aimed at halting Islamist militant advances and stabilizing the country.
- 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_69a2580a64ac8190ad76e34bb0715b5e |
completed | Feb. 28, 2026, 2:50 a.m. |
| NER | Named-entity recognition | batch_69a25d7428dc8190ae12b12a21fcc6cb |
completed | Feb. 28, 2026, 3:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a38618a6e4819080e2d8ee3d828af7 |
completed | March 1, 2026, 12:19 a.m. |
| NEDg | Description generation | batch_69a387f84b848190abf95906325f7806 |
completed | March 1, 2026, 12:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3884bff5081909785fbc6681bb430 |
completed | March 1, 2026, 12:29 a.m. |
Created at: Feb. 28, 2026, 2:55 a.m.