Triple
T7656042
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Battle of Nad Ali |
E173383
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object | Taliban insurgency in Helmand |
E316473
|
NE FINISHED |
How this triple was built (2 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 in Helmand | Statement: [Battle of Nad Ali, associatedWith, Taliban insurgency in Helmand]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Taliban insurgency in Helmand Context triple: [Battle of Nad Ali, associatedWith, Taliban insurgency in Helmand]
-
A.
Taliban insurgency
chosen
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.
-
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.
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.
-
D.
Task Force Helmand
Task Force Helmand was a British-led military formation responsible for conducting and coordinating operations in Afghanistan’s Helmand Province during the War in Afghanistan.
-
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.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c69955517c819085bc715b96d304d2 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c7018ea3688190907c3ac7d25e3da6 |
completed | March 27, 2026, 10:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c89b05846c8190b49540aeae43dd9a |
completed | March 29, 2026, 3:22 a.m. |
Created at: March 27, 2026, 3:59 p.m.