Triple
T3367620
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 3rd Battalion, 5th Marines |
E70873
|
entity |
| Predicate | notableEngagement |
P1700
|
FINISHED |
| Object |
Sangin, Helmand Province operations
Sangin, Helmand Province operations refer to the intense counterinsurgency and combat deployments conducted by U.S. and coalition forces in and around the town of Sangin in Afghanistan’s Helmand Province, a focal point of some of the deadliest fighting of the Afghan War.
|
E352660
|
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: Sangin, Helmand Province operations | Statement: [3rd Battalion, 5th Marines, notableEngagement, Sangin, Helmand Province operations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sangin, Helmand Province operations Context triple: [3rd Battalion, 5th Marines, notableEngagement, Sangin, Helmand Province operations]
-
A.
Helmand Province, Afghanistan
Helmand Province, Afghanistan is a large, conflict-prone region in the south of the country known for intense fighting during the Afghan War and extensive opium production.
-
B.
Operation Freedom’s Sentinel
Operation Freedom’s Sentinel was a U.S.-led military mission in Afghanistan that succeeded Operation Enduring Freedom, focusing on counterterrorism operations and training Afghan security forces.
-
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.
Operation Enduring Freedom – Pankisi Gorge
Operation Enduring Freedom – Pankisi Gorge was a U.S.-backed counterterrorism initiative focused on training and assisting Georgian forces to combat militant and al-Qaeda-linked elements in Georgia’s Pankisi Gorge region in the early 2000s.
-
E.
Operation Telic
Operation Telic was the codename for the British military campaign in Iraq, beginning with the 2003 invasion and continuing through subsequent occupation and stabilization efforts.
- 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: Sangin, Helmand Province operations Triple: [3rd Battalion, 5th Marines, notableEngagement, Sangin, Helmand Province operations]
Generated description
Sangin, Helmand Province operations refer to the intense counterinsurgency and combat deployments conducted by U.S. and coalition forces in and around the town of Sangin in Afghanistan’s Helmand Province, a focal point of some of the deadliest fighting of the Afghan War.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sangin, Helmand Province operations Target entity description: Sangin, Helmand Province operations refer to the intense counterinsurgency and combat deployments conducted by U.S. and coalition forces in and around the town of Sangin in Afghanistan’s Helmand Province, a focal point of some of the deadliest fighting of the Afghan War.
-
A.
Helmand Province, Afghanistan
Helmand Province, Afghanistan is a large, conflict-prone region in the south of the country known for intense fighting during the Afghan War and extensive opium production.
-
B.
Operation Freedom’s Sentinel
Operation Freedom’s Sentinel was a U.S.-led military mission in Afghanistan that succeeded Operation Enduring Freedom, focusing on counterterrorism operations and training Afghan security forces.
-
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.
Operation Enduring Freedom – Pankisi Gorge
Operation Enduring Freedom – Pankisi Gorge was a U.S.-backed counterterrorism initiative focused on training and assisting Georgian forces to combat militant and al-Qaeda-linked elements in Georgia’s Pankisi Gorge region in the early 2000s.
-
E.
Operation Telic
Operation Telic was the codename for the British military campaign in Iraq, beginning with the 2003 invasion and continuing through subsequent occupation and stabilization efforts.
- 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_69ad85a729d48190afd789cd8417f289 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb2890480819082fe2e3c2874cece |
completed | March 8, 2026, 5:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b3343664cc81909793820377b4bdc1 |
completed | March 12, 2026, 9:46 p.m. |
| NEDg | Description generation | batch_69b334f75e708190aed8b388c9ea55d2 |
completed | March 12, 2026, 9:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3359ab56881908e247ba54c7dd6c7 |
completed | March 12, 2026, 9:52 p.m. |
Created at: March 8, 2026, 3:13 p.m.