Triple

T803052

Position	Surface form	Disambiguated ID	Type / Status
Subject	Office for the Coordination of Humanitarian Affairs	`E17169`	entity
Predicate	usesTool	`P98`	FINISHED
Object	Humanitarian Needs Overview The Humanitarian Needs Overview is a core analytical report used in crisis response to assess and summarize the scale, severity, and priority needs of affected populations in a given humanitarian emergency.	`E97512`	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: Humanitarian Needs Overview | Statement: [Office for the Coordination of Humanitarian Affairs, usesTool, Humanitarian Needs Overview]

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

Target entity: Humanitarian Needs Overview
Context triple: [Office for the Coordination of Humanitarian Affairs, usesTool, Humanitarian Needs Overview]

A. Humanitarian Response Plan
The Humanitarian Response Plan is a strategic framework that outlines coordinated, multi-agency humanitarian priorities, activities, and funding requirements for responding to major crises.
B. ReliefWeb
ReliefWeb is a specialized humanitarian information service that provides timely reports, analyses, and data on global crises and disasters to support aid workers and decision-makers.
C. Humanitarian Data Exchange
Humanitarian Data Exchange is an open humanitarian data platform that enables organizations to share, discover, and use data for crisis preparedness and response.
D. State of Food Security and Nutrition in the World
State of Food Security and Nutrition in the World is an annual flagship UN report that provides comprehensive analysis and statistics on global hunger, food insecurity, and malnutrition trends.
E. Office for the Coordination of Humanitarian Affairs
The Office for the Coordination of Humanitarian Affairs is the United Nations body responsible for coordinating international emergency responses to humanitarian crises and disasters.
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: Humanitarian Needs Overview
Triple: [Office for the Coordination of Humanitarian Affairs, usesTool, Humanitarian Needs Overview]

Generated description

The Humanitarian Needs Overview is a core analytical report used in crisis response to assess and summarize the scale, severity, and priority needs of affected populations in a given humanitarian emergency.

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

Target entity: Humanitarian Needs Overview
Target entity description: The Humanitarian Needs Overview is a core analytical report used in crisis response to assess and summarize the scale, severity, and priority needs of affected populations in a given humanitarian emergency.

A. Humanitarian Response Plan
The Humanitarian Response Plan is a strategic framework that outlines coordinated, multi-agency humanitarian priorities, activities, and funding requirements for responding to major crises.
B. ReliefWeb
ReliefWeb is a specialized humanitarian information service that provides timely reports, analyses, and data on global crises and disasters to support aid workers and decision-makers.
C. Humanitarian Data Exchange
Humanitarian Data Exchange is an open humanitarian data platform that enables organizations to share, discover, and use data for crisis preparedness and response.
D. State of Food Security and Nutrition in the World
State of Food Security and Nutrition in the World is an annual flagship UN report that provides comprehensive analysis and statistics on global hunger, food insecurity, and malnutrition trends.
E. Office for the Coordination of Humanitarian Affairs
The Office for the Coordination of Humanitarian Affairs is the United Nations body responsible for coordinating international emergency responses to humanitarian crises and disasters.
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_69a49378b9c48190adbf5f62e5b7aca1`	completed	March 1, 2026, 7:28 p.m.
NER	Named-entity recognition	`batch_69a4aabd9fc081908ccadd8e8769de2d`	completed	March 1, 2026, 9:08 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a76d818e208190a8f3b165c0770e09`	completed	March 3, 2026, 11:23 p.m.
NEDg	Description generation	`batch_69a7810893c081909b1085101eb2a444`	completed	March 4, 2026, 12:47 a.m.
NED2	Entity disambiguation (via description)	`batch_69a7825bb0948190a5b4d3454c0d449c`	completed	March 4, 2026, 12:52 a.m.

Created at: March 1, 2026, 7:38 p.m.