Triple
T19997952
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frontier scripting environment |
E494244
|
entity |
| Predicate | programmingLanguage |
P1592
|
FINISHED |
| Object | UserTalk |
—
|
NE NERFINISHED |
How this triple was built (2 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 | Statement: [Frontier scripting environment, programmingLanguage, UserTalk]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: UserTalk Context triple: [Frontier scripting environment, programmingLanguage, UserTalk]
-
A.
UserTalk
UserTalk is a scripting language used in Radio UserLand for automating tasks, processing content, and extending the application's functionality.
-
B.
UserTalk scripting language
chosen
UserTalk scripting language is a proprietary scripting language used within Frontier for automating tasks, extending functionality, and building web and content-management applications.
-
C.
TokenTalk
TokenTalk is a token-passing local area network protocol developed by Apple as a variant of its AppleTalk networking architecture.
-
D.
MacInTalk
MacInTalk is Apple's early text-to-speech synthesis system for Macintosh computers, known for its distinctive robotic voice.
-
E.
Talkback
Talkback was a British television production company known for creating popular comedy and entertainment programs before merging into Talkback Thames.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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. |
Created at: April 11, 2026, 3:32 p.m.