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.