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.