Triple
T19997994
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frontier |
E494245
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
UserTalk scripting language
UserTalk scripting language is a proprietary scripting language used within Frontier for automating tasks, extending functionality, and building web and content-management applications.
|
E1405566
|
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: UserTalk scripting language | Statement: [Frontier, hasComponent, UserTalk scripting language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: UserTalk scripting language Context triple: [Frontier, hasComponent, UserTalk scripting language]
-
A.
Telescript language
Telescript language is a pioneering agent-oriented programming language designed for mobile, distributed applications, created by General Magic in the 1990s.
-
B.
HyperTalk
HyperTalk is a high-level, English-like scripting language created by Apple for its HyperCard software, designed to make programming accessible to non-programmers.
-
C.
Open Scripting Architecture
Open Scripting Architecture is Apple’s system-level framework that enables application scripting and automation through a standardized, language-independent interface.
-
D.
NewtonScript
NewtonScript is an object-oriented, prototype-based programming language developed by Apple for its Newton PDA platform, designed for ease of use in pen-based and mobile applications.
-
E.
LScript
LScript is a scripting language used to automate tasks and extend functionality within the LightWave 3D computer graphics and animation software.
- 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: UserTalk scripting language Triple: [Frontier, hasComponent, UserTalk scripting language]
Generated description
UserTalk scripting language is a proprietary scripting language used within Frontier for automating tasks, extending functionality, and building web and content-management applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: UserTalk scripting language Target entity description: UserTalk scripting language is a proprietary scripting language used within Frontier for automating tasks, extending functionality, and building web and content-management applications.
-
A.
Telescript language
Telescript language is a pioneering agent-oriented programming language designed for mobile, distributed applications, created by General Magic in the 1990s.
-
B.
HyperTalk
HyperTalk is a high-level, English-like scripting language created by Apple for its HyperCard software, designed to make programming accessible to non-programmers.
-
C.
Open Scripting Architecture
Open Scripting Architecture is Apple’s system-level framework that enables application scripting and automation through a standardized, language-independent interface.
-
D.
NewtonScript
NewtonScript is an object-oriented, prototype-based programming language developed by Apple for its Newton PDA platform, designed for ease of use in pen-based and mobile applications.
-
E.
LScript
LScript is a scripting language used to automate tasks and extend functionality within the LightWave 3D computer graphics and animation software.
- 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_69da626b2d748190886981ea90c8b2ea |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e65fe6827481909469129feb9aad91 |
completed | April 20, 2026, 5:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08050803408190aee8393b999c2a16 |
completed | May 16, 2026, 5:47 a.m. |
| NEDg | Description generation | batch_6a0805dc82648190ba319b623e167cfd |
completed | May 16, 2026, 5:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0806badb3c8190b5f30d2532064720 |
completed | May 16, 2026, 5:55 a.m. |
Created at: April 11, 2026, 3:32 p.m.