Triple

T16515617
Position Surface form Disambiguated ID Type / Status
Subject War against the Taliban (1996–2001) E401174 entity
Predicate notableEvent P259 FINISHED
Object Taliban offensive against the Shomali Plain
The Taliban offensive against the Shomali Plain was a major late-1990s campaign in Afghanistan in which Taliban forces sought to seize a key agricultural and strategic region north of Kabul from opposition groups, causing widespread displacement and destruction.
E1218938 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 against the Shomali Plain | Statement: [War against the Taliban (1996–2001), notableEvent, Taliban offensive against the Shomali Plain]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Taliban offensive against the Shomali Plain
Context triple: [War against the Taliban (1996–2001), notableEvent, Taliban offensive against the Shomali Plain]
  • A. 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.
  • B. 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.
  • C. Mujahideen takeover of Kabul
    The Mujahideen takeover of Kabul in 1992 was the capture of Afghanistan’s capital by anti-communist guerrilla factions, marking the collapse of the Soviet-backed government and the start of a new phase of civil war.
  • D. 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.
  • E. Taliban insurgency
    The Taliban insurgency is the long-running armed campaign waged by the Taliban and allied groups to overthrow the Afghan government and expel foreign forces, significantly shaping Afghanistan’s modern conflict landscape.
  • 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 against the Shomali Plain
Triple: [War against the Taliban (1996–2001), notableEvent, Taliban offensive against the Shomali Plain]
Generated description
The Taliban offensive against the Shomali Plain was a major late-1990s campaign in Afghanistan in which Taliban forces sought to seize a key agricultural and strategic region north of Kabul from opposition groups, causing widespread displacement and destruction.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Taliban offensive against the Shomali Plain
Target entity description: The Taliban offensive against the Shomali Plain was a major late-1990s campaign in Afghanistan in which Taliban forces sought to seize a key agricultural and strategic region north of Kabul from opposition groups, causing widespread displacement and destruction.
  • A. 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.
  • B. 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.
  • C. Mujahideen takeover of Kabul
    The Mujahideen takeover of Kabul in 1992 was the capture of Afghanistan’s capital by anti-communist guerrilla factions, marking the collapse of the Soviet-backed government and the start of a new phase of civil war.
  • D. 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.
  • E. Taliban insurgency
    The Taliban insurgency is the long-running armed campaign waged by the Taliban and allied groups to overthrow the Afghan government and expel foreign forces, significantly shaping Afghanistan’s modern conflict landscape.
  • 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_69d883838abc8190bc79cb2d41733ce2 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e32e7bbfa481909037148cdb4d8996 completed April 18, 2026, 7:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a006084949081909e8cdfeafa7564de completed May 10, 2026, 10:40 a.m.
NEDg Description generation batch_6a006322c2f48190aa917f122a33165f completed May 10, 2026, 10:51 a.m.
NED2 Entity disambiguation (via description) batch_6a0063fa6f0c8190906856eb07d80973 completed May 10, 2026, 10:54 a.m.
Created at: April 10, 2026, 5:14 a.m.