Triple

T13857914
Position Surface form Disambiguated ID Type / Status
Subject Iraq War troop surge of 2007 E333110 entity
Predicate associatedDevelopment P52726 FINISHED
Object Sons of Iraq program
The Sons of Iraq program was a U.S.-backed initiative that organized and paid local Sunni tribal militias to help combat insurgents and stabilize Iraqi communities during the later stages of the Iraq War.
E1066967 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: Sons of Iraq program | Statement: [Iraq War troop surge of 2007, associatedDevelopment, Sons of Iraq program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sons of Iraq program
Context triple: [Iraq War troop surge of 2007, associatedDevelopment, Sons of Iraq program]
  • A. Development Fund for Iraq
    The Development Fund for Iraq was a financial mechanism established after the 2003 invasion to manage Iraq’s oil and gas revenues and other assets for reconstruction and humanitarian needs under international oversight.
  • B. de-Ba'athification of Iraq
    De-Ba'athification of Iraq was a post-2003 policy that purged members of Saddam Hussein’s Ba'ath Party from government and public institutions, profoundly reshaping Iraq’s political and administrative landscape.
  • C. Iraqi maqam
    Iraqi maqam is a classical urban musical tradition of Iraq characterized by complex melodic modes, improvisation, and poetic vocal performance.
  • D. Alhurra-Iraq
    Alhurra-Iraq is an Arabic-language television channel focused on news and current affairs in Iraq, operated by the U.S.-funded Middle East Broadcasting Networks.
  • E. Iraq training mission
    The Iraq training mission was an international military effort in which forces, including the Spanish Army, helped train and advise Iraqi security forces to strengthen the country’s stability and counter insurgent threats.
  • 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: Sons of Iraq program
Triple: [Iraq War troop surge of 2007, associatedDevelopment, Sons of Iraq program]
Generated description
The Sons of Iraq program was a U.S.-backed initiative that organized and paid local Sunni tribal militias to help combat insurgents and stabilize Iraqi communities during the later stages of the Iraq War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sons of Iraq program
Target entity description: The Sons of Iraq program was a U.S.-backed initiative that organized and paid local Sunni tribal militias to help combat insurgents and stabilize Iraqi communities during the later stages of the Iraq War.
  • A. Development Fund for Iraq
    The Development Fund for Iraq was a financial mechanism established after the 2003 invasion to manage Iraq’s oil and gas revenues and other assets for reconstruction and humanitarian needs under international oversight.
  • B. de-Ba'athification of Iraq
    De-Ba'athification of Iraq was a post-2003 policy that purged members of Saddam Hussein’s Ba'ath Party from government and public institutions, profoundly reshaping Iraq’s political and administrative landscape.
  • C. Iraqi maqam
    Iraqi maqam is a classical urban musical tradition of Iraq characterized by complex melodic modes, improvisation, and poetic vocal performance.
  • D. Alhurra-Iraq
    Alhurra-Iraq is an Arabic-language television channel focused on news and current affairs in Iraq, operated by the U.S.-funded Middle East Broadcasting Networks.
  • E. Iraq training mission
    The Iraq training mission was an international military effort in which forces, including the Spanish Army, helped train and advise Iraqi security forces to strengthen the country’s stability and counter insurgent threats.
  • 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_69d81c5ba13c8190839315f54768acfd completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02dc9f488190b7181dcb7e304632 completed April 14, 2026, 9:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c0fb7c3c819081fc6f89aa17d6af completed May 3, 2026, 9:41 p.m.
NEDg Description generation batch_69f7c2c711948190ac614291592a7e03 completed May 3, 2026, 9:48 p.m.
NED2 Entity disambiguation (via description) batch_69f7c36f28b48190b734a9e5e7ae39b9 completed May 3, 2026, 9:51 p.m.
Created at: April 9, 2026, 10:14 p.m.