Triple

T13408503
Position Surface form Disambiguated ID Type / Status
Subject Tuz Khurmatu E320021 entity
Predicate experiencedConflictBetween P1406 FINISHED
Object Iraqi security forces E174852 NE FINISHED

How this triple was built (3 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 security forces | Statement: [Tuz Khurmatu, experiencedConflictBetween, Iraqi security forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Iraqi security forces
Context triple: [Tuz Khurmatu, experiencedConflictBetween, Iraqi security forces]
  • A. Iraqi Security Forces chosen
    The Iraqi Security Forces are the national military and law enforcement institutions of Iraq responsible for maintaining internal security, defending the country, and conducting counterinsurgency and counterterrorism operations.
  • B. Iraqi National Guard
    The Iraqi National Guard was a post-2003 Iraqi security force formed under U.S.-led coalition oversight to conduct internal security and counterinsurgency operations before being integrated into the new Iraqi Army.
  • C. Iraqi Interim Government forces
    The Iraqi Interim Government forces were the national security and military units loyal to Iraq’s U.S.-backed transitional government that participated alongside coalition troops in major operations during the Iraq War.
  • D. Iraqi Army
    The Iraqi Army is the ground warfare branch of Iraq's armed forces, responsible for national defense, internal security, and participation in regional military operations.
  • E. Iraqi Police
    The Iraqi Police is the national civilian law enforcement agency of Iraq responsible for maintaining internal security, public order, and crime prevention across the country.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: experiencedConflictBetween
Context triple: [Tuz Khurmatu, experiencedConflictBetween, Iraqi security forces]
  • A. facedConflictOver
    Indicates that two or more entities experienced opposition, dispute, or tension concerning a particular issue, resource, or situation.
  • B. conflictIn chosen
    Indicates that one entity is involved in, associated with, or occurs within a particular conflict or dispute.
  • C. conflictExperience
    Indicates that an entity has undergone or been involved in a conflict, such as a dispute, struggle, or confrontation.
  • D. addressedConflictWith
    Indicates that one entity has taken action to confront, manage, or resolve a conflict involving another entity.
  • E. conflictedBetween
    Indicates being torn or uncertain between two or more options, positions, or commitments.
  • F. None of above.

Provenance (4 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_69d806b943cc8190b6af624d385d7e12 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbae4d2c5481908facfaaa1501e344 completed April 12, 2026, 2:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69f76b9ec6848190b8e986d849756050 completed May 3, 2026, 3:37 p.m.
PD Predicate disambiguation batch_69d9a0355de48190bb3fb96912e20df3 completed April 11, 2026, 1:13 a.m.
Created at: April 9, 2026, 9:35 p.m.