Triple
T2976708
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Afghan conflicts |
E80415
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
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.
|
E316473
|
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 insurgency | Statement: [Afghan conflicts, hasPart, Taliban insurgency]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Taliban insurgency Context triple: [Afghan conflicts, hasPart, Taliban insurgency]
-
A.
Afghan conflicts
Afghan conflicts refers to the series of wars and insurgencies in Afghanistan—most notably the Soviet–Afghan War, the civil wars of the 1990s, and the post-2001 conflict involving the Taliban and international forces—that have profoundly shaped the country’s modern history and regional geopolitics.
-
B.
Swat Valley conflict
The Swat Valley conflict was an armed insurgency in Pakistan’s Swat region between Taliban militants and the Pakistani state, marked by extremist violence, military operations, and severe impacts on civilians, including the suppression of girls’ education.
-
C.
Afghan Civil War
The Afghan Civil War refers to the prolonged internal conflicts in Afghanistan, particularly after the Soviet withdrawal and the fall of the communist government, involving rival mujahideen factions, warlords, and later the Taliban, which devastated the country’s political stability and infrastructure.
-
D.
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.
-
E.
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.
- 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 insurgency Triple: [Afghan conflicts, hasPart, Taliban insurgency]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Taliban insurgency Target entity description: 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.
-
A.
Afghan conflicts
Afghan conflicts refers to the series of wars and insurgencies in Afghanistan—most notably the Soviet–Afghan War, the civil wars of the 1990s, and the post-2001 conflict involving the Taliban and international forces—that have profoundly shaped the country’s modern history and regional geopolitics.
-
B.
Swat Valley conflict
The Swat Valley conflict was an armed insurgency in Pakistan’s Swat region between Taliban militants and the Pakistani state, marked by extremist violence, military operations, and severe impacts on civilians, including the suppression of girls’ education.
-
C.
Afghan Civil War
The Afghan Civil War refers to the prolonged internal conflicts in Afghanistan, particularly after the Soviet withdrawal and the fall of the communist government, involving rival mujahideen factions, warlords, and later the Taliban, which devastated the country’s political stability and infrastructure.
-
D.
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.
-
E.
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.
- 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_69ad8b15f6ac8190be5fd16a33edcb4f |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad998c589c8190b4530f3fb8975187 |
completed | March 8, 2026, 3:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b108ecef788190ad40dba81f1036c6 |
completed | March 11, 2026, 6:17 a.m. |
| NEDg | Description generation | batch_69b1095e85e48190abda38be8ad45599 |
completed | March 11, 2026, 6:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b10d2d99ac8190909dd37ccffa4820 |
completed | March 11, 2026, 6:35 a.m. |
Created at: March 8, 2026, 2:58 p.m.