Triple

T5690221
Position Surface form Disambiguated ID Type / Status
Subject Omar Hadid E125410 entity
Predicate participatedIn P149 FINISHED
Object 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.
E544097 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: Iraqi insurgency | Statement: [Omar Hadid, participatedIn, Iraqi insurgency]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Iraqi insurgency
Context triple: [Omar Hadid, participatedIn, Iraqi insurgency]
  • A. 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.
  • B. Iraqi Kurdish rebellions
    Iraqi Kurdish rebellions were a series of uprisings and insurgencies by Kurdish groups in Iraq seeking greater autonomy, rights, and often independence from successive Iraqi governments throughout the 20th and early 21st centuries.
  • C. Boko Haram insurgency
    The Boko Haram insurgency is a prolonged Islamist militant campaign in and around northeastern Nigeria marked by mass violence, abductions, and displacement of civilians.
  • D. Taliban insurgency
    The Taliban insurgency is the long-running armed campaign waged by the Taliban and allied groups to overthrow the Afghan government and expel foreign forces, significantly shaping Afghanistan’s modern conflict landscape.
  • E. 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.
  • 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: Iraqi insurgency
Triple: [Omar Hadid, participatedIn, Iraqi insurgency]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Iraqi insurgency
Target entity description: 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.
  • A. 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.
  • B. Iraqi Kurdish rebellions
    Iraqi Kurdish rebellions were a series of uprisings and insurgencies by Kurdish groups in Iraq seeking greater autonomy, rights, and often independence from successive Iraqi governments throughout the 20th and early 21st centuries.
  • C. Boko Haram insurgency
    The Boko Haram insurgency is a prolonged Islamist militant campaign in and around northeastern Nigeria marked by mass violence, abductions, and displacement of civilians.
  • D. Taliban insurgency
    The Taliban insurgency is the long-running armed campaign waged by the Taliban and allied groups to overthrow the Afghan government and expel foreign forces, significantly shaping Afghanistan’s modern conflict landscape.
  • E. 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.
  • 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_69c0082bb19c8190823a4facd3cba79b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c023e340a08190b6175fad3e9a32b6 completed March 22, 2026, 5:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07dd76f008190970c3b17ec8cbfd8 completed March 22, 2026, 11:40 p.m.
NEDg Description generation batch_69c08cf206188190a4e5bb2649d97be9 completed March 23, 2026, 12:44 a.m.
NED2 Entity disambiguation (via description) batch_69c08dc4d12c8190a7a245d583ef08d4 completed March 23, 2026, 12:48 a.m.
Created at: March 22, 2026, 3:44 p.m.