Triple

T3042024
Position Surface form Disambiguated ID Type / Status
Subject Iraqi Turkmen E83151 entity
Predicate politicalOrganization P9084 FINISHED
Object Iraqi Turkmen Front
The Iraqi Turkmen Front is a political party and umbrella organization representing the interests of the Turkmen minority in Iraq, particularly in disputed and ethnically mixed regions such as Kirkuk.
E320022 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 Turkmen Front | Statement: [Iraqi Turkmen, politicalOrganization, Iraqi Turkmen Front]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Iraqi Turkmen Front
Context triple: [Iraqi Turkmen, politicalOrganization, Iraqi Turkmen Front]
  • A. Kurdistan Freedom Hawks
    The Kurdistan Freedom Hawks are a Kurdish militant group known for carrying out violent attacks in Turkey, often associated with radical offshoots of the PKK.
  • B. al-Madani Brigade
    The al-Madani Brigade is an armed Libyan militia unit associated with the powerful Zintan factions that played a significant role in the country’s post-2011 conflict dynamics.
  • C. Derna Mujahideen Shura Council
    The Derna Mujahideen Shura Council was an Islamist militant coalition based in the Libyan city of Derna, known for opposing both ISIS and forces aligned with General Khalifa Haftar during the Libyan civil conflict.
  • D. Riyadh Front
    Riyadh Front is a major mixed-use commercial and entertainment complex in Riyadh, Saudi Arabia, featuring shopping, dining, business facilities, and large-scale events.
  • E. Democratic Revolutionary Front for the Liberation of Arabistan
    The Democratic Revolutionary Front for the Liberation of Arabistan was an Arab separatist militant group opposed to the Iranian government, best known for carrying out the 1980 Iranian Embassy siege in London.
  • 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 Turkmen Front
Triple: [Iraqi Turkmen, politicalOrganization, Iraqi Turkmen Front]
Generated description
The Iraqi Turkmen Front is a political party and umbrella organization representing the interests of the Turkmen minority in Iraq, particularly in disputed and ethnically mixed regions such as Kirkuk.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Iraqi Turkmen Front
Target entity description: The Iraqi Turkmen Front is a political party and umbrella organization representing the interests of the Turkmen minority in Iraq, particularly in disputed and ethnically mixed regions such as Kirkuk.
  • A. Kurdistan Freedom Hawks
    The Kurdistan Freedom Hawks are a Kurdish militant group known for carrying out violent attacks in Turkey, often associated with radical offshoots of the PKK.
  • B. al-Madani Brigade
    The al-Madani Brigade is an armed Libyan militia unit associated with the powerful Zintan factions that played a significant role in the country’s post-2011 conflict dynamics.
  • C. Derna Mujahideen Shura Council
    The Derna Mujahideen Shura Council was an Islamist militant coalition based in the Libyan city of Derna, known for opposing both ISIS and forces aligned with General Khalifa Haftar during the Libyan civil conflict.
  • D. Riyadh Front
    Riyadh Front is a major mixed-use commercial and entertainment complex in Riyadh, Saudi Arabia, featuring shopping, dining, business facilities, and large-scale events.
  • E. Democratic Revolutionary Front for the Liberation of Arabistan
    The Democratic Revolutionary Front for the Liberation of Arabistan was an Arab separatist militant group opposed to the Iranian government, best known for carrying out the 1980 Iranian Embassy siege in London.
  • 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_69ad8b2298908190a7cb4e9bdbf064d0 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9b5b92088190971bed04e65c5917 completed March 8, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1ded01a1481908be7d44c2bf4e638 completed March 11, 2026, 9:29 p.m.
NEDg Description generation batch_69b1df626de08190891d9a5e197d5b20 completed March 11, 2026, 9:32 p.m.
NED2 Entity disambiguation (via description) batch_69b1dff55d5881909b14239a4232e617 completed March 11, 2026, 9:34 p.m.
Created at: March 8, 2026, 3:01 p.m.