Triple
T7693180
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Swat Valley conflict |
E174299
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
War in North-West Pakistan
The War in North-West Pakistan was a prolonged armed conflict between Pakistani security forces, various Islamist militant groups, and tribal factions in the country’s northwestern regions, marked by insurgency, counterinsurgency operations, and significant civilian displacement.
|
E682749
|
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: War in North-West Pakistan | Statement: [Swat Valley conflict, partOf, War in North-West Pakistan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: War in North-West Pakistan Context triple: [Swat Valley conflict, partOf, War in North-West Pakistan]
-
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.
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.
Balakot
Balakot is a town in Pakistan’s Khyber Pakhtunkhwa province, known for its scenic Kaghan Valley gateway location and as the epicenter of the devastating 2005 Kashmir earthquake.
-
D.
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.
-
E.
South Waziristan Agency
South Waziristan Agency was a mountainous, tribal administrative district in northwestern Pakistan along the Afghan border, known for its strategic location and history of militancy and military operations.
- 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: War in North-West Pakistan Triple: [Swat Valley conflict, partOf, War in North-West Pakistan]
Generated description
The War in North-West Pakistan was a prolonged armed conflict between Pakistani security forces, various Islamist militant groups, and tribal factions in the country’s northwestern regions, marked by insurgency, counterinsurgency operations, and significant civilian displacement.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: War in North-West Pakistan Target entity description: The War in North-West Pakistan was a prolonged armed conflict between Pakistani security forces, various Islamist militant groups, and tribal factions in the country’s northwestern regions, marked by insurgency, counterinsurgency operations, and significant civilian displacement.
-
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.
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.
Balakot
Balakot is a town in Pakistan’s Khyber Pakhtunkhwa province, known for its scenic Kaghan Valley gateway location and as the epicenter of the devastating 2005 Kashmir earthquake.
-
D.
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.
-
E.
South Waziristan Agency
South Waziristan Agency was a mountainous, tribal administrative district in northwestern Pakistan along the Afghan border, known for its strategic location and history of militancy and military operations.
- 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_69c6995966348190939e6c37ba272c06 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c7024481448190b32ba04e8792f15a |
completed | March 27, 2026, 10:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8aca5f3388190b25e70caa364d712 |
completed | March 29, 2026, 4:37 a.m. |
| NEDg | Description generation | batch_69c8adeb3948819087404b0d7d7e619e |
completed | March 29, 2026, 4:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8aedede388190b8eb79cea223c31c |
completed | March 29, 2026, 4:47 a.m. |
Created at: March 27, 2026, 4:02 p.m.