Triple

T22492700

Position	Surface form	Disambiguated ID	Type / Status
Subject	United States foreign assistance architecture	`E556056`	entity
Predicate	guidedBy	`P12723`	FINISHED
Object	Global Fragility Act The Global Fragility Act is a U.S. law that directs long-term, coordinated diplomatic, development, and security efforts to prevent violent conflict and promote stability in fragile and conflict-affected countries.	`E1539725`	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: Global Fragility Act | Statement: [United States foreign assistance architecture, guidedBy, Global Fragility Act]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Global Fragility Act
Context triple: [United States foreign assistance architecture, guidedBy, Global Fragility Act]

A. Worldwide Act
Worldwide Act is a global music award category recognizing internationally popular artists across different regions.
B. Global Magnitsky Human Rights Accountability Act
The Global Magnitsky Human Rights Accountability Act is a U.S. law that authorizes targeted sanctions against foreign individuals and entities responsible for serious human rights abuses or significant corruption worldwide.
C. Global Politics and Security
Global Politics and Security is a graduate-level concentration focused on the dynamics of international power, conflict, and cooperation, preparing students to analyze and address contemporary global security challenges.
D. Globalization at Risk
"Globalization at Risk" is a book by economist Gary Clyde Hufbauer that analyzes contemporary threats to global economic integration and proposes policy responses to preserve and reform the open international trading system.
E. The Homeland Directive
The Homeland Directive is a graphic novel written by Robert Venditti and illustrated by Mike Huddleston that explores government surveillance and conspiracy through a tense, contemporary thriller narrative.
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: Global Fragility Act
Triple: [United States foreign assistance architecture, guidedBy, Global Fragility Act]

Generated description

The Global Fragility Act is a U.S. law that directs long-term, coordinated diplomatic, development, and security efforts to prevent violent conflict and promote stability in fragile and conflict-affected countries.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Global Fragility Act
Target entity description: The Global Fragility Act is a U.S. law that directs long-term, coordinated diplomatic, development, and security efforts to prevent violent conflict and promote stability in fragile and conflict-affected countries.

A. Worldwide Act
Worldwide Act is a global music award category recognizing internationally popular artists across different regions.
B. Global Magnitsky Human Rights Accountability Act
The Global Magnitsky Human Rights Accountability Act is a U.S. law that authorizes targeted sanctions against foreign individuals and entities responsible for serious human rights abuses or significant corruption worldwide.
C. Global Politics and Security
Global Politics and Security is a graduate-level concentration focused on the dynamics of international power, conflict, and cooperation, preparing students to analyze and address contemporary global security challenges.
D. Globalization at Risk
"Globalization at Risk" is a book by economist Gary Clyde Hufbauer that analyzes contemporary threats to global economic integration and proposes policy responses to preserve and reform the open international trading system.
E. The Homeland Directive
The Homeland Directive is a graphic novel written by Robert Venditti and illustrated by Mike Huddleston that explores government surveillance and conspiracy through a tense, contemporary thriller narrative.
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_69e11e5445bc8190b6a9481926db3355`	completed	April 16, 2026, 5:37 p.m.
NER	Named-entity recognition	`batch_69f15cb01b3481908a9143503b75167f`	completed	April 29, 2026, 1:19 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0b126c38fc819090458000ba82b176`	completed	May 18, 2026, 1:21 p.m.
NEDg	Description generation	`batch_6a0b14a059e4819095a3d467c469e783`	completed	May 18, 2026, 1:31 p.m.
NED2	Entity disambiguation (via description)	`batch_6a0b15696e588190a2c76b0a4af285a4`	completed	May 18, 2026, 1:34 p.m.

Created at: April 16, 2026, 8:49 p.m.