Triple
T22489569
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Io (programming language) |
E555977
|
entity |
| Predicate | influenced |
P9
|
FINISHED |
| Object |
Ioke (programming language)
Ioke is a highly dynamic, prototype-based programming language for the JVM designed to support expressive, concise, and homoiconic code, drawing inspiration from languages like Io, Lisp, and Ruby.
|
E1539530
|
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: Ioke (programming language) | Statement: [Io (programming language), influenced, Ioke (programming language)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ioke (programming language) Context triple: [Io (programming language), influenced, Ioke (programming language)]
-
A.
Io (programming language)
Io is a prototype-based, minimalist programming language known for its small, highly reflective core and message-passing object model inspired by languages like Smalltalk and Lua.
-
B.
Odin programming language
Odin is a statically typed, compiled systems programming language focused on simplicity, data-oriented design, and high performance as an alternative to C.
-
C.
Vale programming language
Vale is a memory-safe, performance-focused systems programming language that explores region-based memory management and borrow-checking concepts similar to those in Rust.
-
D.
Gio language
Gio language is the native tongue of the Gio people, a Mande ethnic group primarily living in Liberia and neighboring West African regions.
-
E.
Cyclone programming language
Cyclone is a safe dialect of the C programming language designed to prevent common memory-management and type-safety errors while retaining low-level control and performance.
- 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: Ioke (programming language) Triple: [Io (programming language), influenced, Ioke (programming language)]
Generated description
Ioke is a highly dynamic, prototype-based programming language for the JVM designed to support expressive, concise, and homoiconic code, drawing inspiration from languages like Io, Lisp, and Ruby.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ioke (programming language) Target entity description: Ioke is a highly dynamic, prototype-based programming language for the JVM designed to support expressive, concise, and homoiconic code, drawing inspiration from languages like Io, Lisp, and Ruby.
-
A.
Io (programming language)
Io is a prototype-based, minimalist programming language known for its small, highly reflective core and message-passing object model inspired by languages like Smalltalk and Lua.
-
B.
Odin programming language
Odin is a statically typed, compiled systems programming language focused on simplicity, data-oriented design, and high performance as an alternative to C.
-
C.
Vale programming language
Vale is a memory-safe, performance-focused systems programming language that explores region-based memory management and borrow-checking concepts similar to those in Rust.
-
D.
Gio language
Gio language is the native tongue of the Gio people, a Mande ethnic group primarily living in Liberia and neighboring West African regions.
-
E.
Cyclone programming language
Cyclone is a safe dialect of the C programming language designed to prevent common memory-management and type-safety errors while retaining low-level control and performance.
- 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_69e11e53897c819088863779f8c50bb0 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15c3f3b4c819092bfe6495c61db46 |
completed | April 29, 2026, 1:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b1269d2008190a2ecdfec3d1b4369 |
completed | May 18, 2026, 1:21 p.m. |
| NEDg | Description generation | batch_6a0b14b7acac819090bfd6144df84be6 |
completed | May 18, 2026, 1:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b154f7e0c8190b0ca64d582982d62 |
completed | May 18, 2026, 1:34 p.m. |
Created at: April 16, 2026, 8:49 p.m.