Triple
T17568943
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Key-Value Observing |
E427885
|
entity |
| Predicate | basedOn |
P98
|
FINISHED |
| Object |
Key-Value Coding
Key-Value Coding is an Objective-C and Swift programming mechanism that allows indirect access to an object's properties using string keys, enabling dynamic behavior and patterns like Key-Value Observing.
|
E1277161
|
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: Key-Value Coding | Statement: [Key-Value Observing, basedOn, Key-Value Coding]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Key-Value Coding Context triple: [Key-Value Observing, basedOn, Key-Value Coding]
-
A.
Key-Value Observing
Key-Value Observing is an Objective-C and Swift mechanism that lets objects be notified and react when specific properties of other objects change.
-
B.
KVO
KVO is the IATA airport code for Morava Airport, a regional airport serving the city of Kraljevo in central Serbia.
-
C.
NSCoding
NSCoding is an Objective-C protocol in Apple’s frameworks that defines methods for encoding and decoding objects so they can be serialized and later reconstructed.
-
D.
NSKeyedArchiver
NSKeyedArchiver is a Foundation framework class in Apple platforms that serializes Objective‑C and Swift objects into an archive format suitable for persistent storage or transmission.
-
E.
NSSecureCoding
NSSecureCoding is an Apple protocol that extends NSCoding to require secure, type-checked archiving and unarchiving of objects to prevent object substitution attacks.
- 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: Key-Value Coding Triple: [Key-Value Observing, basedOn, Key-Value Coding]
Generated description
Key-Value Coding is an Objective-C and Swift programming mechanism that allows indirect access to an object's properties using string keys, enabling dynamic behavior and patterns like Key-Value Observing.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Key-Value Coding Target entity description: Key-Value Coding is an Objective-C and Swift programming mechanism that allows indirect access to an object's properties using string keys, enabling dynamic behavior and patterns like Key-Value Observing.
-
A.
Key-Value Observing
Key-Value Observing is an Objective-C and Swift mechanism that lets objects be notified and react when specific properties of other objects change.
-
B.
KVO
KVO is the IATA airport code for Morava Airport, a regional airport serving the city of Kraljevo in central Serbia.
-
C.
NSCoding
NSCoding is an Objective-C protocol in Apple’s frameworks that defines methods for encoding and decoding objects so they can be serialized and later reconstructed.
-
D.
NSKeyedArchiver
NSKeyedArchiver is a Foundation framework class in Apple platforms that serializes Objective‑C and Swift objects into an archive format suitable for persistent storage or transmission.
-
E.
NSSecureCoding
NSSecureCoding is an Apple protocol that extends NSCoding to require secure, type-checked archiving and unarchiving of objects to prevent object substitution attacks.
- 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_69d889e0385081908a04b66f4dd4bd0d |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e4592f29d08190bc3de905d35af849 |
completed | April 19, 2026, 4:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01dde400508190ab91b0ccfbffa726 |
completed | May 11, 2026, 1:47 p.m. |
| NEDg | Description generation | batch_6a01dfef61fc8190810d31c91195c205 |
completed | May 11, 2026, 1:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01e0a5f2188190b4a8604d197c6ac8 |
completed | May 11, 2026, 1:59 p.m. |
Created at: April 10, 2026, 5:50 a.m.