Triple

T1820613
Position Surface form Disambiguated ID Type / Status
Subject Iraqi Kurdish rebellions E40529 entity
Predicate relatedTo P37 FINISHED
Object Halabja chemical attack
The Halabja chemical attack was a 1988 mass killing of Kurdish civilians in the Iraqi town of Halabja using chemical weapons by Saddam Hussein’s regime, and is one of the most notorious war crimes of the late 20th century.
E202797 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: Halabja chemical attack | Statement: [Iraqi Kurdish rebellions, relatedTo, Halabja chemical attack]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Halabja chemical attack
Context triple: [Iraqi Kurdish rebellions, relatedTo, Halabja chemical attack]
  • A. fall of Eastern Ghouta
    The fall of Eastern Ghouta was a pivotal 2018 Syrian government victory that ended a years-long rebel stronghold and siege near Damascus, significantly shifting the balance of the Syrian Civil War.
  • B. Rabaa massacre
    The Rabaa massacre was a 2013 mass killing of supporters of ousted President Mohamed Morsi by Egyptian security forces during the dispersal of sit-in protests in Cairo, widely condemned as one of the deadliest crackdowns on demonstrators in modern Egyptian history.
  • C. 1983 Beirut barracks bombings
    The 1983 Beirut barracks bombings were twin suicide truck attacks that devastated U.S. and French military barracks in Beirut, killing hundreds of peacekeeping troops and dramatically reshaping international involvement in the Lebanese Civil War.
  • D. Idlib offensive
    The Idlib offensive was a major military campaign in northwestern Syria involving government forces, rebel groups, and foreign actors, centered on control of the last significant opposition-held stronghold during the Syrian Civil War.
  • E. Simele massacre
    The Simele massacre was a 1933 atrocity in the Kingdom of Iraq in which Iraqi forces killed thousands of Assyrian civilians, marking one of the first modern genocidal campaigns against the Assyrian people.
  • 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: Halabja chemical attack
Triple: [Iraqi Kurdish rebellions, relatedTo, Halabja chemical attack]
Generated description
The Halabja chemical attack was a 1988 mass killing of Kurdish civilians in the Iraqi town of Halabja using chemical weapons by Saddam Hussein’s regime, and is one of the most notorious war crimes of the late 20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Halabja chemical attack
Target entity description: The Halabja chemical attack was a 1988 mass killing of Kurdish civilians in the Iraqi town of Halabja using chemical weapons by Saddam Hussein’s regime, and is one of the most notorious war crimes of the late 20th century.
  • A. fall of Eastern Ghouta
    The fall of Eastern Ghouta was a pivotal 2018 Syrian government victory that ended a years-long rebel stronghold and siege near Damascus, significantly shifting the balance of the Syrian Civil War.
  • B. Rabaa massacre
    The Rabaa massacre was a 2013 mass killing of supporters of ousted President Mohamed Morsi by Egyptian security forces during the dispersal of sit-in protests in Cairo, widely condemned as one of the deadliest crackdowns on demonstrators in modern Egyptian history.
  • C. 1983 Beirut barracks bombings
    The 1983 Beirut barracks bombings were twin suicide truck attacks that devastated U.S. and French military barracks in Beirut, killing hundreds of peacekeeping troops and dramatically reshaping international involvement in the Lebanese Civil War.
  • D. Idlib offensive
    The Idlib offensive was a major military campaign in northwestern Syria involving government forces, rebel groups, and foreign actors, centered on control of the last significant opposition-held stronghold during the Syrian Civil War.
  • E. Simele massacre
    The Simele massacre was a 1933 atrocity in the Kingdom of Iraq in which Iraqi forces killed thousands of Assyrian civilians, marking one of the first modern genocidal campaigns against the Assyrian people.
  • 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_69a8864526c081908a3a4d74f689e2c5 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa662a13208190b4126d92c613760d completed March 6, 2026, 5:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69adbf6526f88190907de68a5344a084 completed March 8, 2026, 6:26 p.m.
NEDg Description generation batch_69adbff32038819088dffc71e8376821 completed March 8, 2026, 6:29 p.m.
NED2 Entity disambiguation (via description) batch_69adc084c9b88190a0d53f5c7c459611 completed March 8, 2026, 6:31 p.m.
Created at: March 4, 2026, 7:32 p.m.