Triple

T23504597
Position Surface form Disambiguated ID Type / Status
Subject Adil Abdul-Mahdi E572244 entity
Predicate reasonForResignation P10992 FINISHED
Object 2019–2020 Iraqi protests
The 2019–2020 Iraqi protests were a large-scale, youth-led uprising across Iraq demanding jobs, better public services, an end to corruption, and sweeping political reforms.
E1589103 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: 2019–2020 Iraqi protests | Statement: [Adil Abdul-Mahdi, reasonForResignation, 2019–2020 Iraqi protests]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 2019–2020 Iraqi protests
Context triple: [Adil Abdul-Mahdi, reasonForResignation, 2019–2020 Iraqi protests]
  • A. 2019–2020 Hong Kong protests
    The 2019–2020 Hong Kong protests were a large-scale, pro-democracy movement against perceived encroachments on Hong Kong’s autonomy and civil liberties, marked by mass demonstrations, clashes with police, and widespread international attention.
  • B. Iraq revolt of 1920
    The Iraq revolt of 1920 was a major anti-British uprising in Mesopotamia in which Iraqi Arabs and Kurds sought independence following World War I and the imposition of British mandate rule.
  • C. 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.
  • D. Great March of Return protests
    The Great March of Return protests were a series of mass demonstrations by Palestinians in Gaza, beginning in 2018 along the border with Israel, demanding the right of return for refugees and an end to the blockade.
  • E. Bahraini uprising of 2011
    The Bahraini uprising of 2011 was a major pro-democracy protest movement, largely led by the Shi'a majority against the Sunni-led monarchy, that called for political reform, greater civil rights, and an end to systemic discrimination.
  • 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: 2019–2020 Iraqi protests
Triple: [Adil Abdul-Mahdi, reasonForResignation, 2019–2020 Iraqi protests]
Generated description
The 2019–2020 Iraqi protests were a large-scale, youth-led uprising across Iraq demanding jobs, better public services, an end to corruption, and sweeping political reforms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 2019–2020 Iraqi protests
Target entity description: The 2019–2020 Iraqi protests were a large-scale, youth-led uprising across Iraq demanding jobs, better public services, an end to corruption, and sweeping political reforms.
  • A. 2019–2020 Hong Kong protests
    The 2019–2020 Hong Kong protests were a large-scale, pro-democracy movement against perceived encroachments on Hong Kong’s autonomy and civil liberties, marked by mass demonstrations, clashes with police, and widespread international attention.
  • B. Iraq revolt of 1920
    The Iraq revolt of 1920 was a major anti-British uprising in Mesopotamia in which Iraqi Arabs and Kurds sought independence following World War I and the imposition of British mandate rule.
  • C. 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.
  • D. Great March of Return protests
    The Great March of Return protests were a series of mass demonstrations by Palestinians in Gaza, beginning in 2018 along the border with Israel, demanding the right of return for refugees and an end to the blockade.
  • E. Bahraini uprising of 2011
    The Bahraini uprising of 2011 was a major pro-democracy protest movement, largely led by the Shi'a majority against the Sunni-led monarchy, that called for political reform, greater civil rights, and an end to systemic discrimination.
  • 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_69e245b5e4208190bac8a6509867e394 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1a8fedbec8190b183661edaba4cd4 completed April 29, 2026, 6:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c8277b97481909b1405fd7469b910 completed May 19, 2026, 3:32 p.m.
NEDg Description generation batch_6a0ca6f2d4288190b0b5fd46d2a387bf completed May 19, 2026, 6:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0ca7f09af48190b7bfdae25d2f286b completed May 19, 2026, 6:12 p.m.
Created at: April 17, 2026, 6:07 p.m.