Triple

T13287213
Position Surface form Disambiguated ID Type / Status
Subject Taliban insurgency E316473 entity
Predicate significantEvent P259 FINISHED
Object Kandahar offensive (2010)
The Kandahar offensive (2010) was a major NATO- and Afghan-led military campaign aimed at weakening Taliban control and influence in and around the strategic southern Afghan city of Kandahar.
E1032564 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: Kandahar offensive (2010) | Statement: [Taliban insurgency, significantEvent, Kandahar offensive (2010)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kandahar offensive (2010)
Context triple: [Taliban insurgency, significantEvent, Kandahar offensive (2010)]
  • 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. Helmand Province campaign
    The Helmand Province campaign was a major NATO-led military effort during the War in Afghanistan focused on counterinsurgency operations against the Taliban in Afghanistan’s volatile Helmand Province.
  • C. 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.
  • D. Khyber Pass operations
    Khyber Pass operations were a series of British military actions during the Second Anglo-Afghan War aimed at securing control of the strategic Khyber Pass between British India and Afghanistan.
  • E. Operation Enduring Freedom – Pankisi Gorge
    Operation Enduring Freedom – Pankisi Gorge was a U.S.-backed counterterrorism initiative focused on training and assisting Georgian forces to combat militant and al-Qaeda-linked elements in Georgia’s Pankisi Gorge region in the early 2000s.
  • 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: Kandahar offensive (2010)
Triple: [Taliban insurgency, significantEvent, Kandahar offensive (2010)]
Generated description
The Kandahar offensive (2010) was a major NATO- and Afghan-led military campaign aimed at weakening Taliban control and influence in and around the strategic southern Afghan city of Kandahar.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kandahar offensive (2010)
Target entity description: The Kandahar offensive (2010) was a major NATO- and Afghan-led military campaign aimed at weakening Taliban control and influence in and around the strategic southern Afghan city of Kandahar.
  • 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. Helmand Province campaign
    The Helmand Province campaign was a major NATO-led military effort during the War in Afghanistan focused on counterinsurgency operations against the Taliban in Afghanistan’s volatile Helmand Province.
  • C. 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.
  • D. Khyber Pass operations
    Khyber Pass operations were a series of British military actions during the Second Anglo-Afghan War aimed at securing control of the strategic Khyber Pass between British India and Afghanistan.
  • E. Operation Enduring Freedom – Pankisi Gorge
    Operation Enduring Freedom – Pankisi Gorge was a U.S.-backed counterterrorism initiative focused on training and assisting Georgian forces to combat militant and al-Qaeda-linked elements in Georgia’s Pankisi Gorge region in the early 2000s.
  • 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_69d806b349908190a9a61dd9323bf153 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d990759ebc8190a9487a59e37a69e2 completed April 11, 2026, 12:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69f716d26a548190be15872154c9a942 completed May 3, 2026, 9:35 a.m.
NEDg Description generation batch_69f7177e07508190b46e6a12f09e7986 completed May 3, 2026, 9:38 a.m.
NED2 Entity disambiguation (via description) batch_69f717e72b988190927b628022bcbf12 completed May 3, 2026, 9:39 a.m.
Created at: April 9, 2026, 9:27 p.m.