Triple

T22309400

Position	Surface form	Disambiguated ID	Type / Status
Subject	NIST SP 800-218	`E551472`	entity
Predicate	provides	`P490`	FINISHED
Object	Secure Software Development Framework The Secure Software Development Framework is a NIST-guided set of best practices and processes for building, deploying, and maintaining software with security integrated throughout its lifecycle.	`E1529811`	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: Secure Software Development Framework | Statement: [NIST SP 800-218, provides, Secure Software Development Framework]

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

Target entity: Secure Software Development Framework
Context triple: [NIST SP 800-218, provides, Secure Software Development Framework]

A. Security framework
The Security framework is an Apple software library that provides APIs for managing cryptography, keychains, certificates, and secure authentication on macOS and other Apple platforms.
B. PCI Software Security Framework
The PCI Software Security Framework is a set of standards and validation programs from the PCI Security Standards Council that define modern security requirements and lifecycle practices for payment software to protect cardholder data.
C. SAFE Framework of Standards
The SAFE Framework of Standards is a global customs security and trade facilitation framework that sets guidelines for securing and streamlining international supply chains.
D. Verified Software Toolchain
Verified Software Toolchain is a formally verified compiler infrastructure for the C programming language that uses the Coq proof assistant to ensure end-to-end correctness of compiled programs.
E. PCI Secure Software Lifecycle Standard
The PCI Secure Software Lifecycle Standard is a PCI Security Standards Council framework that defines security requirements and best practices for developing and maintaining payment software securely throughout its entire lifecycle.
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: Secure Software Development Framework
Triple: [NIST SP 800-218, provides, Secure Software Development Framework]

Generated description

The Secure Software Development Framework is a NIST-guided set of best practices and processes for building, deploying, and maintaining software with security integrated throughout its lifecycle.

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

Target entity: Secure Software Development Framework
Target entity description: The Secure Software Development Framework is a NIST-guided set of best practices and processes for building, deploying, and maintaining software with security integrated throughout its lifecycle.

A. Security framework
The Security framework is an Apple software library that provides APIs for managing cryptography, keychains, certificates, and secure authentication on macOS and other Apple platforms.
B. PCI Software Security Framework
The PCI Software Security Framework is a set of standards and validation programs from the PCI Security Standards Council that define modern security requirements and lifecycle practices for payment software to protect cardholder data.
C. SAFE Framework of Standards
The SAFE Framework of Standards is a global customs security and trade facilitation framework that sets guidelines for securing and streamlining international supply chains.
D. Verified Software Toolchain
Verified Software Toolchain is a formally verified compiler infrastructure for the C programming language that uses the Coq proof assistant to ensure end-to-end correctness of compiled programs.
E. PCI Secure Software Lifecycle Standard
The PCI Secure Software Lifecycle Standard is a PCI Security Standards Council framework that defines security requirements and best practices for developing and maintaining payment software securely throughout its entire lifecycle.
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_69e11e46c0188190800181a4233f28fe`	completed	April 16, 2026, 5:37 p.m.
NER	Named-entity recognition	`batch_69f1574d53148190a1ec07f849e1ae9d`	completed	April 29, 2026, 12:56 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0acca39c4c8190a418ec2ff1434122`	completed	May 18, 2026, 8:24 a.m.
NEDg	Description generation	`batch_6a0acf8c37d48190990bc7e1152f98b3`	completed	May 18, 2026, 8:36 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0acff349248190a13968f340cdebcf`	completed	May 18, 2026, 8:38 a.m.

Created at: April 16, 2026, 8:42 p.m.