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.