Triple

T2657386
Position Surface form Disambiguated ID Type / Status
Subject Clinton administration E54644 entity
Predicate signed P173 FINISHED
Object Iraq Liberation Act
The Iraq Liberation Act was a 1998 U.S. law that made regime change in Iraq an official goal of American policy and authorized support for Iraqi opposition groups.
E286359 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: Iraq Liberation Act | Statement: [Clinton administration, signed, Iraq Liberation Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Iraq Liberation Act
Context triple: [Clinton administration, signed, Iraq Liberation Act]
  • A. Operation Iraqi Freedom
    Operation Iraqi Freedom was the 2003 U.S.-led military invasion and subsequent campaign in Iraq aimed at toppling Saddam Hussein’s regime and reshaping the country’s political landscape.
  • B. Pacification of Libya
    The Pacification of Libya was a brutal Italian colonial campaign in the early 20th century aimed at crushing Libyan resistance and consolidating Italian control through widespread repression and violence.
  • C. Iraq War
    The Iraq War was a major armed conflict that began in 2003 with a U.S.-led invasion to topple Saddam Hussein’s regime, followed by years of insurgency, sectarian violence, and international military involvement.
  • D. Authorization for Use of Military Force of 2001
    The Authorization for Use of Military Force of 2001 is a U.S. federal law that granted the president broad authority to use military force against those responsible for the September 11 attacks and has since underpinned numerous counterterrorism operations worldwide.
  • E. Iraq disarmament crisis of the 1990s
    The Iraq disarmament crisis of the 1990s was a prolonged standoff between Iraq and the United Nations over weapons inspections and compliance with disarmament obligations imposed after the Gulf War.
  • 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: Iraq Liberation Act
Triple: [Clinton administration, signed, Iraq Liberation Act]
Generated description
The Iraq Liberation Act was a 1998 U.S. law that made regime change in Iraq an official goal of American policy and authorized support for Iraqi opposition groups.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Iraq Liberation Act
Target entity description: The Iraq Liberation Act was a 1998 U.S. law that made regime change in Iraq an official goal of American policy and authorized support for Iraqi opposition groups.
  • A. Operation Iraqi Freedom
    Operation Iraqi Freedom was the 2003 U.S.-led military invasion and subsequent campaign in Iraq aimed at toppling Saddam Hussein’s regime and reshaping the country’s political landscape.
  • B. Pacification of Libya
    The Pacification of Libya was a brutal Italian colonial campaign in the early 20th century aimed at crushing Libyan resistance and consolidating Italian control through widespread repression and violence.
  • C. Iraq War
    The Iraq War was a major armed conflict that began in 2003 with a U.S.-led invasion to topple Saddam Hussein’s regime, followed by years of insurgency, sectarian violence, and international military involvement.
  • D. Authorization for Use of Military Force of 2001
    The Authorization for Use of Military Force of 2001 is a U.S. federal law that granted the president broad authority to use military force against those responsible for the September 11 attacks and has since underpinned numerous counterterrorism operations worldwide.
  • E. Iraq disarmament crisis of the 1990s
    The Iraq disarmament crisis of the 1990s was a prolonged standoff between Iraq and the United Nations over weapons inspections and compliance with disarmament obligations imposed after the Gulf War.
  • 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_69ab49e028948190b97e01d73548b1d9 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd94c61a08190bdf5e1caeff3e788 completed March 7, 2026, 7:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69af98d535388190979a549dc2ce5f2f completed March 10, 2026, 4:06 a.m.
NEDg Description generation batch_69af99c237548190838559ccac95f1c5 completed March 10, 2026, 4:10 a.m.
NED2 Entity disambiguation (via description) batch_69af9a5938b48190820f37f2e2280438 completed March 10, 2026, 4:13 a.m.
Created at: March 6, 2026, 9:53 p.m.