Triple
T1935649
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cocoa |
E41437
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object |
Foundation framework
The Foundation framework is a core Objective-C and Swift library in Apple’s development ecosystem that provides essential data types, collections, and utilities for building macOS, iOS, and other Apple platform applications.
|
E215098
|
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: Foundation framework | Statement: [Cocoa, includes, Foundation framework]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Foundation framework Context triple: [Cocoa, includes, Foundation framework]
-
A.
Foundation
Foundation is a landmark science fiction novel by Isaac Asimov that launched his influential series about the rise and fall of a galactic empire and the science of psychohistory.
-
B.
Forward the Foundation
Forward the Foundation is a science fiction novel by Isaac Asimov that chronicles the later life of Hari Seldon and the development of psychohistory within the Foundation universe.
-
C.
Principle and Foundation
Principle and Foundation is the opening section of Ignatius of Loyola’s Spiritual Exercises that lays out the fundamental purpose of human life and the proper ordering of all created things in relation to God.
-
D.
Foundation universe
The Foundation universe is Isaac Asimov’s expansive science fiction setting depicting a future Galactic Empire, the science of psychohistory, and the rise and fall of civilizations across millennia.
-
E.
Fundamental
Fundamental is a 2006 studio album by English synth-pop duo Pet Shop Boys, noted for its politically charged themes and lush electronic production.
- 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: Foundation framework Triple: [Cocoa, includes, Foundation framework]
Generated description
The Foundation framework is a core Objective-C and Swift library in Apple’s development ecosystem that provides essential data types, collections, and utilities for building macOS, iOS, and other Apple platform applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Foundation framework Target entity description: The Foundation framework is a core Objective-C and Swift library in Apple’s development ecosystem that provides essential data types, collections, and utilities for building macOS, iOS, and other Apple platform applications.
-
A.
Foundation
Foundation is a landmark science fiction novel by Isaac Asimov that launched his influential series about the rise and fall of a galactic empire and the science of psychohistory.
-
B.
Forward the Foundation
Forward the Foundation is a science fiction novel by Isaac Asimov that chronicles the later life of Hari Seldon and the development of psychohistory within the Foundation universe.
-
C.
Principle and Foundation
Principle and Foundation is the opening section of Ignatius of Loyola’s Spiritual Exercises that lays out the fundamental purpose of human life and the proper ordering of all created things in relation to God.
-
D.
Foundation universe
The Foundation universe is Isaac Asimov’s expansive science fiction setting depicting a future Galactic Empire, the science of psychohistory, and the rise and fall of civilizations across millennia.
-
E.
Fundamental
Fundamental is a 2006 studio album by English synth-pop duo Pet Shop Boys, noted for its politically charged themes and lush electronic production.
- 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_69a88649b24c819080047f26b6db2ded |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb29c7be08190986df157bf5d7c9e |
completed | March 7, 2026, 5:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adf3f3932081909a72d1022259359e |
completed | March 8, 2026, 10:10 p.m. |
| NEDg | Description generation | batch_69adf472aca881908d99cf5bfcae3094 |
completed | March 8, 2026, 10:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adf50d93c88190aa1cbf96526558b6 |
completed | March 8, 2026, 10:15 p.m. |
Created at: March 4, 2026, 7:35 p.m.