Triple

T6148127
Position Surface form Disambiguated ID Type / Status
Subject Abu Bakr al-Baghdadi E137129 entity
Predicate commanded P2333 FINISHED
Object ISIS forces in Iraq
ISIS forces in Iraq were the militant units of the Islamic State group that waged a violent insurgency and captured territory across Iraq under jihadist leadership.
E572241 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: ISIS forces in Iraq | Statement: [Abu Bakr al-Baghdadi, commanded, ISIS forces in Iraq]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ISIS forces in Iraq
Context triple: [Abu Bakr al-Baghdadi, commanded, ISIS forces in Iraq]
  • A. Iraqi insurgency
    The Iraqi insurgency was a multifaceted armed rebellion that emerged after the 2003 U.S.-led invasion of Iraq, involving various militant groups fighting coalition forces and the new Iraqi government.
  • B. 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.
  • C. Sadrist militias
    Sadrist militias are Shiite armed groups in Iraq loyal to cleric Muqtada al-Sadr, known for their major role in post-2003 sectarian conflict and resistance to U.S. and Iraqi government forces.
  • D. Iraqi Civil War (2014–2017)
    The Iraqi Civil War (2014–2017) was a multi-sided conflict centered on the rise and defeat of ISIS in Iraq, involving Iraqi government forces, Kurdish Peshmerga, various militias, and international coalitions.
  • E. Multinational force in Iraq
    The Multinational force in Iraq was the U.S.-led international military coalition that invaded and subsequently occupied Iraq following the 2003 Iraq War.
  • 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: ISIS forces in Iraq
Triple: [Abu Bakr al-Baghdadi, commanded, ISIS forces in Iraq]
Generated description
ISIS forces in Iraq were the militant units of the Islamic State group that waged a violent insurgency and captured territory across Iraq under jihadist leadership.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ISIS forces in Iraq
Target entity description: ISIS forces in Iraq were the militant units of the Islamic State group that waged a violent insurgency and captured territory across Iraq under jihadist leadership.
  • A. Iraqi insurgency
    The Iraqi insurgency was a multifaceted armed rebellion that emerged after the 2003 U.S.-led invasion of Iraq, involving various militant groups fighting coalition forces and the new Iraqi government.
  • B. 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.
  • C. Sadrist militias
    Sadrist militias are Shiite armed groups in Iraq loyal to cleric Muqtada al-Sadr, known for their major role in post-2003 sectarian conflict and resistance to U.S. and Iraqi government forces.
  • D. Iraqi Civil War (2014–2017)
    The Iraqi Civil War (2014–2017) was a multi-sided conflict centered on the rise and defeat of ISIS in Iraq, involving Iraqi government forces, Kurdish Peshmerga, various militias, and international coalitions.
  • E. Multinational force in Iraq
    The Multinational force in Iraq was the U.S.-led international military coalition that invaded and subsequently occupied Iraq following the 2003 Iraq War.
  • 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_69c008a2c6308190a56519b22d55d083 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05ce07fb081909278088e9e2e2959 completed March 22, 2026, 9:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c13603730881909b3991c7262509b5 completed March 23, 2026, 12:45 p.m.
NEDg Description generation batch_69c139f6f11c81909eb0b2ab809de079 completed March 23, 2026, 1:02 p.m.
NED2 Entity disambiguation (via description) batch_69c13a5f53ec8190be24f37fc5fb7f32 completed March 23, 2026, 1:04 p.m.
Created at: March 22, 2026, 4:16 p.m.