Triple

T1151205

Position	Surface form	Disambiguated ID	Type / Status
Subject	International Council for Harmonisation of Technical Requirements for Pharmaceuticals for Human Use	`E23680`	entity
Predicate	notableWork	`P4`	FINISHED
Object	ICH Q9 Quality Risk Management ICH Q9 Quality Risk Management is an international guideline that provides a systematic, science- and risk-based approach to identifying, evaluating, and controlling quality risks throughout the lifecycle of pharmaceutical products.	`E131968`	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: ICH Q9 Quality Risk Management | Statement: [International Council for Harmonisation of Technical Requirements for Pharmaceuticals for Human Use, notableWork, ICH Q9 Quality Risk Management]

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

Target entity: ICH Q9 Quality Risk Management
Context triple: [International Council for Harmonisation of Technical Requirements for Pharmaceuticals for Human Use, notableWork, ICH Q9 Quality Risk Management]

A. ISO 14971
ISO 14971 is an international standard that specifies a systematic process for risk management of medical devices throughout their life cycle.
B. ISO 13485
ISO 13485 is an international quality management standard that specifies requirements for organizations involved in the design, production, installation, and servicing of medical devices and related services.
C. ISO 9000 family
The ISO 9000 family is a set of international standards that provide guidelines and requirements for establishing, implementing, and improving quality management systems in organizations.
D. ISO 9001
ISO 9001 is an internationally recognized standard that specifies requirements for quality management systems to help organizations consistently meet customer and regulatory requirements.
E. ISO 31010
ISO 31010 is an international standard that provides guidelines and a comprehensive toolkit of techniques for risk assessment within risk management frameworks.
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: ICH Q9 Quality Risk Management
Triple: [International Council for Harmonisation of Technical Requirements for Pharmaceuticals for Human Use, notableWork, ICH Q9 Quality Risk Management]

Generated description

ICH Q9 Quality Risk Management is an international guideline that provides a systematic, science- and risk-based approach to identifying, evaluating, and controlling quality risks throughout the lifecycle of pharmaceutical products.

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

Target entity: ICH Q9 Quality Risk Management
Target entity description: ICH Q9 Quality Risk Management is an international guideline that provides a systematic, science- and risk-based approach to identifying, evaluating, and controlling quality risks throughout the lifecycle of pharmaceutical products.

A. ISO 14971
ISO 14971 is an international standard that specifies a systematic process for risk management of medical devices throughout their life cycle.
B. ISO 13485
ISO 13485 is an international quality management standard that specifies requirements for organizations involved in the design, production, installation, and servicing of medical devices and related services.
C. ISO 9000 family
The ISO 9000 family is a set of international standards that provide guidelines and requirements for establishing, implementing, and improving quality management systems in organizations.
D. ISO 9001
ISO 9001 is an internationally recognized standard that specifies requirements for quality management systems to help organizations consistently meet customer and regulatory requirements.
E. ISO 31010
ISO 31010 is an international standard that provides guidelines and a comprehensive toolkit of techniques for risk assessment within risk management frameworks.
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_69a493f0d32c8190ac74bad3c87f2641`	completed	March 1, 2026, 7:30 p.m.
NER	Named-entity recognition	`batch_69a4bc744e7c81908f8612f2aad28600`	completed	March 1, 2026, 10:23 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ac5eb5d36c8190916a43a5f41df144`	completed	March 7, 2026, 5:21 p.m.
NEDg	Description generation	`batch_69ac5f4756b08190b3dbaf64a9351836`	completed	March 7, 2026, 5:24 p.m.
NED2	Entity disambiguation (via description)	`batch_69ac600f78148190bd3109276f7b9e3a`	completed	March 7, 2026, 5:27 p.m.

Created at: March 1, 2026, 7:44 p.m.