Triple

T9003970
Position Surface form Disambiguated ID Type / Status
Subject macOS SDK E215097 entity
Predicate containsFramework P58147 FINISHED
Object 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.
E770624 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: Security framework | Statement: [macOS SDK, containsFramework, Security framework]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Security framework
Context triple: [macOS SDK, containsFramework, Security framework]
  • A. 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.
  • B. Security Analysis
    Security Analysis is a foundational investing book by Benjamin Graham (with David Dodd) that established the principles of value investing and rigorous financial statement analysis.
  • C. Security Service
    The Security Service, commonly known as MI5, is the United Kingdom’s domestic counter-intelligence and security agency responsible for protecting national security against threats such as terrorism and espionage.
  • D. Security Center
    Security Center is a Windows XP component introduced to monitor and report the status of key security settings such as firewall, automatic updates, and antivirus protection.
  • E. Security Area
    The Security Area is the segment of the IETF responsible for developing and overseeing standards and protocols related to Internet and network security.
  • 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: Security framework
Triple: [macOS SDK, containsFramework, Security framework]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Security framework
Target entity description: 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.
  • A. 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.
  • B. Security Analysis
    Security Analysis is a foundational investing book by Benjamin Graham (with David Dodd) that established the principles of value investing and rigorous financial statement analysis.
  • C. Security Service
    The Security Service, commonly known as MI5, is the United Kingdom’s domestic counter-intelligence and security agency responsible for protecting national security against threats such as terrorism and espionage.
  • D. Security Center
    Security Center is a Windows XP component introduced to monitor and report the status of key security settings such as firewall, automatic updates, and antivirus protection.
  • E. Security Area
    The Security Area is the segment of the IETF responsible for developing and overseeing standards and protocols related to Internet and network security.
  • 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_69ca83a12d648190b1e4fe11e8a31890 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc6959497c8190a748c78504dd2eb6 completed April 1, 2026, 12:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfd0e3f0c88190ae688632be25e5c9 completed April 3, 2026, 2:38 p.m.
NEDg Description generation batch_69cfd17e5850819087fbb60fdc612fd9 completed April 3, 2026, 2:41 p.m.
NED2 Entity disambiguation (via description) batch_69cfd215204c8190886cc071f100aab6 completed April 3, 2026, 2:43 p.m.
Created at: March 30, 2026, 7:05 p.m.