Triple

T22761177
Position Surface form Disambiguated ID Type / Status
Subject Helmand Province campaign E562991 entity
Predicate notableBattle P259 FINISHED
Object Battle of Marjah
The Battle of Marjah was a major 2010 NATO and Afghan offensive against Taliban strongholds in Helmand Province, Afghanistan, aimed at asserting government control over a key insurgent and opium-trafficking hub.
E1555380 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: Battle of Marjah | Statement: [Helmand Province campaign, notableBattle, Battle of Marjah]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Marjah
Context triple: [Helmand Province campaign, notableBattle, Battle of Marjah]
  • A. Battle of Sangin
    The Battle of Sangin was a prolonged and intense series of engagements in Afghanistan’s Helmand Province, where British and later U.S. and Afghan forces fought to secure a strategically vital Taliban stronghold.
  • B. Battle of Kamdesh
    The Battle of Kamdesh was a 2009 engagement in the War in Afghanistan in which a small U.S. outpost in Nuristan Province was heavily attacked by Taliban forces, becoming one of the deadliest battles for American troops in the conflict.
  • C. 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.
  • D. Battle of Kunduz (2015)
    The Battle of Kunduz (2015) was a major Taliban offensive in northern Afghanistan that briefly captured the strategic city of Kunduz, marking one of the insurgents’ most significant territorial gains since 2001.
  • E. Battle of Baghuz Fawqani
    The Battle of Baghuz Fawqani was the final major military engagement of the Syrian Civil War against ISIS, culminating in the collapse of the group’s last territorial stronghold in eastern Syria in early 2019.
  • 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: Battle of Marjah
Triple: [Helmand Province campaign, notableBattle, Battle of Marjah]
Generated description
The Battle of Marjah was a major 2010 NATO and Afghan offensive against Taliban strongholds in Helmand Province, Afghanistan, aimed at asserting government control over a key insurgent and opium-trafficking hub.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of Marjah
Target entity description: The Battle of Marjah was a major 2010 NATO and Afghan offensive against Taliban strongholds in Helmand Province, Afghanistan, aimed at asserting government control over a key insurgent and opium-trafficking hub.
  • A. Battle of Sangin
    The Battle of Sangin was a prolonged and intense series of engagements in Afghanistan’s Helmand Province, where British and later U.S. and Afghan forces fought to secure a strategically vital Taliban stronghold.
  • B. Battle of Kamdesh
    The Battle of Kamdesh was a 2009 engagement in the War in Afghanistan in which a small U.S. outpost in Nuristan Province was heavily attacked by Taliban forces, becoming one of the deadliest battles for American troops in the conflict.
  • C. 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.
  • D. Battle of Kunduz (2015)
    The Battle of Kunduz (2015) was a major Taliban offensive in northern Afghanistan that briefly captured the strategic city of Kunduz, marking one of the insurgents’ most significant territorial gains since 2001.
  • E. Battle of Baghuz Fawqani
    The Battle of Baghuz Fawqani was the final major military engagement of the Syrian Civil War against ISIS, culminating in the collapse of the group’s last territorial stronghold in eastern Syria in early 2019.
  • 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_69e24552e11c81909c2d61578a558bd7 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17a7c45b881908b29ba1439038789 completed April 29, 2026, 3:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b9e8822ec8190b1607c4696e68862 completed May 18, 2026, 11:19 p.m.
NEDg Description generation batch_6a0b9f3eac388190878697e55c8d2405 completed May 18, 2026, 11:22 p.m.
NED2 Entity disambiguation (via description) batch_6a0ba149b79c8190abfd2b285f8e3e3c completed May 18, 2026, 11:31 p.m.
Created at: April 17, 2026, 3:26 p.m.