Triple
T1591617
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Operation Freedom’s Sentinel |
E34188
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
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.
|
E181740
|
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 of 2021 | Statement: [Operation Freedom’s Sentinel, relatedTo, Taliban offensive of 2021]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Taliban offensive of 2021 Context triple: [Operation Freedom’s Sentinel, relatedTo, Taliban offensive of 2021]
-
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.
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.
-
C.
Battle of Tripoli (2019–2020)
The Battle of Tripoli (2019–2020) was a major military offensive in Libya in which forces loyal to General Khalifa Haftar attempted, but ultimately failed, to seize the capital Tripoli from the UN-recognized Government of National Accord.
-
D.
Salween offensive
The Salween offensive was a major World War II Allied campaign in the China-Burma-India theater aimed at driving Japanese forces out of northern Burma and reopening the land route to China.
-
E.
Operation al-Fajr
Operation al-Fajr was the U.S.-led November 2004 offensive to retake the Iraqi city of Fallujah from insurgent forces during the Iraq War.
- 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 of 2021 Triple: [Operation Freedom’s Sentinel, relatedTo, Taliban offensive of 2021]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Taliban offensive of 2021 Target entity description: 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.
-
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.
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.
-
C.
Battle of Tripoli (2019–2020)
The Battle of Tripoli (2019–2020) was a major military offensive in Libya in which forces loyal to General Khalifa Haftar attempted, but ultimately failed, to seize the capital Tripoli from the UN-recognized Government of National Accord.
-
D.
Salween offensive
The Salween offensive was a major World War II Allied campaign in the China-Burma-India theater aimed at driving Japanese forces out of northern Burma and reopening the land route to China.
-
E.
Operation al-Fajr
Operation al-Fajr was the U.S.-led November 2004 offensive to retake the Iraqi city of Fallujah from insurgent forces during the Iraq War.
- 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_69a885fceb2c8190b47e0f7c0aefbff0 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69abb2c480008190bb472cfdab74c387 |
completed | March 7, 2026, 5:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad46a0f5348190ae3fe8033360d800 |
completed | March 8, 2026, 9:51 a.m. |
| NEDg | Description generation | batch_69ad4a938fb08190b462fc72e1e77ed8 |
completed | March 8, 2026, 10:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad4b0e62ac81908a51d36f9e3677fe |
completed | March 8, 2026, 10:10 a.m. |
Created at: March 4, 2026, 7:27 p.m.