Triple

T2922575
Position Surface form Disambiguated ID Type / Status
Subject Battle of Al Amarah E78763 entity
Predicate theater P1060 FINISHED
Object southern Iraq campaign
The southern Iraq campaign was a series of military operations during the Iraq War focused on securing and stabilizing the predominantly Shiite southern region, including key cities such as Basra and Amarah.
E309171 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: southern Iraq campaign | Statement: [Battle of Al Amarah, theater, southern Iraq campaign]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: southern Iraq campaign
Context triple: [Battle of Al Amarah, theater, southern Iraq campaign]
  • A. Al Anbar campaign
    The Al Anbar campaign was a major U.S.-led military effort during the Iraq War focused on counterinsurgency operations against Sunni insurgent and al-Qaeda forces in Iraq’s Anbar Province.
  • B. Operation Iraqi Freedom
    Operation Iraqi Freedom was the 2003 U.S.-led military invasion and subsequent campaign in Iraq aimed at toppling Saddam Hussein’s regime and reshaping the country’s political landscape.
  • C. Battle of Baghdad (2003)
    The Battle of Baghdad (2003) was the decisive U.S.-led coalition assault that resulted in the rapid fall of Iraq’s capital and the collapse of Saddam Hussein’s regime during the Iraq War.
  • D. Battle of Najaf (2003)
    The Battle of Najaf (2003) was an early and strategically important engagement during the U.S.-led invasion of Iraq, in which coalition forces fought to secure the Shiite holy city of Najaf on the way to Baghdad.
  • E. southern Iraq
    Southern Iraq is the predominantly Shiite, oil-rich region of Iraq along the lower Tigris and Euphrates rivers and the Persian Gulf, encompassing cities like Basra and significant marshland areas.
  • 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: southern Iraq campaign
Triple: [Battle of Al Amarah, theater, southern Iraq campaign]
Generated description
The southern Iraq campaign was a series of military operations during the Iraq War focused on securing and stabilizing the predominantly Shiite southern region, including key cities such as Basra and Amarah.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: southern Iraq campaign
Target entity description: The southern Iraq campaign was a series of military operations during the Iraq War focused on securing and stabilizing the predominantly Shiite southern region, including key cities such as Basra and Amarah.
  • A. Al Anbar campaign
    The Al Anbar campaign was a major U.S.-led military effort during the Iraq War focused on counterinsurgency operations against Sunni insurgent and al-Qaeda forces in Iraq’s Anbar Province.
  • B. Operation Iraqi Freedom
    Operation Iraqi Freedom was the 2003 U.S.-led military invasion and subsequent campaign in Iraq aimed at toppling Saddam Hussein’s regime and reshaping the country’s political landscape.
  • C. Battle of Baghdad (2003)
    The Battle of Baghdad (2003) was the decisive U.S.-led coalition assault that resulted in the rapid fall of Iraq’s capital and the collapse of Saddam Hussein’s regime during the Iraq War.
  • D. Battle of Najaf (2003)
    The Battle of Najaf (2003) was an early and strategically important engagement during the U.S.-led invasion of Iraq, in which coalition forces fought to secure the Shiite holy city of Najaf on the way to Baghdad.
  • E. southern Iraq
    Southern Iraq is the predominantly Shiite, oil-rich region of Iraq along the lower Tigris and Euphrates rivers and the Persian Gulf, encompassing cities like Basra and significant marshland areas.
  • 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_69ad8b0c2ad081909ff87050ae542bb9 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad97bd65ac81909a05ea2bade113d0 completed March 8, 2026, 3:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69b056344ca48190b4d14dd2c1ac643d completed March 10, 2026, 5:34 p.m.
NEDg Description generation batch_69b05b30b1dc819085fdf1c7ad14f13e completed March 10, 2026, 5:56 p.m.
NED2 Entity disambiguation (via description) batch_69b05c43b08481908ae7cbd23f0b8a93 completed March 10, 2026, 6 p.m.
Created at: March 8, 2026, 2:54 p.m.