Triple

T1591617
Position Surface form Disambiguated ID Type / Status
Subject Operation Freedom’s Sentinel E34188 entity
Predicate relatedTo P37 FINISHED
Object Taliban offensive of 2021
The Taliban offensive of 2021 was a rapid, nationwide military campaign in Afghanistan that led to the collapse of the Afghan government and the Taliban’s return to power after the withdrawal of most international forces.
E181740 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: Taliban offensive of 2021 | Statement: [Operation Freedom’s Sentinel, relatedTo, Taliban offensive of 2021]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Taliban offensive of 2021
Context triple: [Operation Freedom’s Sentinel, relatedTo, Taliban offensive of 2021]
  • A. Panjsher offensives
    The Panjsher offensives were a series of major Soviet and Afghan government military campaigns in the Panjshir Valley aimed at crushing Ahmad Shah Massoud’s mujahideen resistance during the Soviet–Afghan War.
  • B. Battle of Tora Bora
    The Battle of Tora Bora was a December 2001 U.S.-led offensive in eastern Afghanistan aimed at destroying al-Qaeda strongholds and capturing Osama bin Laden in the White Mountains cave complex.
  • C. Battle of Tripoli (2019–2020)
    The Battle of Tripoli (2019–2020) was a major military offensive in Libya in which forces loyal to General Khalifa Haftar attempted, but ultimately failed, to seize the capital Tripoli from the UN-recognized Government of National Accord.
  • D. Salween offensive
    The Salween offensive was a major World War II Allied campaign in the China-Burma-India theater aimed at driving Japanese forces out of northern Burma and reopening the land route to China.
  • E. 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.
  • 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: Taliban offensive of 2021
Triple: [Operation Freedom’s Sentinel, relatedTo, Taliban offensive of 2021]
Generated description
The Taliban offensive of 2021 was a rapid, nationwide military campaign in Afghanistan that led to the collapse of the Afghan government and the Taliban’s return to power after the withdrawal of most international forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Taliban offensive of 2021
Target entity description: The Taliban offensive of 2021 was a rapid, nationwide military campaign in Afghanistan that led to the collapse of the Afghan government and the Taliban’s return to power after the withdrawal of most international forces.
  • A. Panjsher offensives
    The Panjsher offensives were a series of major Soviet and Afghan government military campaigns in the Panjshir Valley aimed at crushing Ahmad Shah Massoud’s mujahideen resistance during the Soviet–Afghan War.
  • B. Battle of Tora Bora
    The Battle of Tora Bora was a December 2001 U.S.-led offensive in eastern Afghanistan aimed at destroying al-Qaeda strongholds and capturing Osama bin Laden in the White Mountains cave complex.
  • C. Battle of Tripoli (2019–2020)
    The Battle of Tripoli (2019–2020) was a major military offensive in Libya in which forces loyal to General Khalifa Haftar attempted, but ultimately failed, to seize the capital Tripoli from the UN-recognized Government of National Accord.
  • D. Salween offensive
    The Salween offensive was a major World War II Allied campaign in the China-Burma-India theater aimed at driving Japanese forces out of northern Burma and reopening the land route to China.
  • E. 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.
  • 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_69a885fceb2c8190b47e0f7c0aefbff0 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69abb2c480008190bb472cfdab74c387 completed March 7, 2026, 5:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad46a0f5348190ae3fe8033360d800 completed March 8, 2026, 9:51 a.m.
NEDg Description generation batch_69ad4a938fb08190b462fc72e1e77ed8 completed March 8, 2026, 10:08 a.m.
NED2 Entity disambiguation (via description) batch_69ad4b0e62ac81908a51d36f9e3677fe completed March 8, 2026, 10:10 a.m.
Created at: March 4, 2026, 7:27 p.m.