Triple

T9003010
Position Surface form Disambiguated ID Type / Status
Subject Apple Developer ID certificate E215079 entity
Predicate requiredBy P11424 FINISHED
Object Apple Gatekeeper
Apple Gatekeeper is a macOS security feature that verifies and controls the execution of apps to protect users from running untrusted or malicious software.
E771045 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: Apple Gatekeeper | Statement: [Apple Developer ID certificate, requiredBy, Apple Gatekeeper]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Apple Gatekeeper
Context triple: [Apple Developer ID certificate, requiredBy, Apple Gatekeeper]
  • A. Apple FairPlay
    Apple FairPlay is a digital rights management (DRM) technology developed by Apple to protect and control the use of copyrighted media content distributed through its platforms.
  • B. MacBadger
    MacBadger is a gruff but kind-hearted badger character from Disney’s adaptation of "The Wind in the Willows," where he serves as a responsible guardian and friend to Mr. Toad.
  • C. FileVault
    FileVault is Apple’s built-in full-disk encryption system for macOS that protects data by encrypting the contents of a Mac’s startup disk.
  • D. Apple T2
    Apple T2 is a custom Apple coprocessor that enhances security and integrates multiple system controllers for Macs, handling functions like secure boot, encryption, and image processing.
  • E. Activation Lock
    Activation Lock is an Apple security feature that prevents unauthorized use of a lost or stolen iOS device by requiring the owner’s Apple ID credentials to reactivate it.
  • 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: Apple Gatekeeper
Triple: [Apple Developer ID certificate, requiredBy, Apple Gatekeeper]
Generated description
Apple Gatekeeper is a macOS security feature that verifies and controls the execution of apps to protect users from running untrusted or malicious software.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Apple Gatekeeper
Target entity description: Apple Gatekeeper is a macOS security feature that verifies and controls the execution of apps to protect users from running untrusted or malicious software.
  • A. Apple FairPlay
    Apple FairPlay is a digital rights management (DRM) technology developed by Apple to protect and control the use of copyrighted media content distributed through its platforms.
  • B. MacBadger
    MacBadger is a gruff but kind-hearted badger character from Disney’s adaptation of "The Wind in the Willows," where he serves as a responsible guardian and friend to Mr. Toad.
  • C. FileVault
    FileVault is Apple’s built-in full-disk encryption system for macOS that protects data by encrypting the contents of a Mac’s startup disk.
  • D. Apple T2
    Apple T2 is a custom Apple coprocessor that enhances security and integrates multiple system controllers for Macs, handling functions like secure boot, encryption, and image processing.
  • E. Activation Lock
    Activation Lock is an Apple security feature that prevents unauthorized use of a lost or stolen iOS device by requiring the owner’s Apple ID credentials to reactivate it.
  • 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_69cc6957bd5481908ce74f32f8d197de completed April 1, 2026, 12:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfd0e0a28c81909b6d2c6cd80e24d4 completed April 3, 2026, 2:38 p.m.
NEDg Description generation batch_69cfd1bffe6881908c42b83ad7c7f0ef completed April 3, 2026, 2:42 p.m.
NED2 Entity disambiguation (via description) batch_69cfd233dda0819094bd5e69d091f1a7 completed April 3, 2026, 2:44 p.m.
Created at: March 30, 2026, 7:05 p.m.