Triple
T19997897
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Radio UserLand |
E494243
|
entity |
| Predicate | programmingLanguage |
P1592
|
FINISHED |
| Object | UserTalk |
—
|
NE NERFINISHED |
How this triple was built (3 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: [Radio UserLand, programmingLanguage, UserTalk]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: UserTalk Context triple: [Radio UserLand, programmingLanguage, UserTalk]
-
A.
TokenTalk
TokenTalk is a token-passing local area network protocol developed by Apple as a variant of its AppleTalk networking architecture.
-
B.
MacInTalk
MacInTalk is Apple's early text-to-speech synthesis system for Macintosh computers, known for its distinctive robotic voice.
-
C.
Talkback
Talkback was a British television production company known for creating popular comedy and entertainment programs before merging into Talkback Thames.
-
D.
Chatterbug
Chatterbug is an online language-learning platform that offers live tutoring and interactive exercises to help users practice and improve foreign language skills.
-
E.
chatr
chatr is a Canadian prepaid wireless service brand offering low-cost mobile plans, primarily operated by Rogers Communications.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: UserTalk Target entity description: UserTalk is a scripting language used in Radio UserLand for automating tasks, processing content, and extending the application's functionality.
-
A.
TokenTalk
TokenTalk is a token-passing local area network protocol developed by Apple as a variant of its AppleTalk networking architecture.
-
B.
MacInTalk
MacInTalk is Apple's early text-to-speech synthesis system for Macintosh computers, known for its distinctive robotic voice.
-
C.
Talkback
Talkback was a British television production company known for creating popular comedy and entertainment programs before merging into Talkback Thames.
-
D.
Chatterbug
Chatterbug is an online language-learning platform that offers live tutoring and interactive exercises to help users practice and improve foreign language skills.
-
E.
chatr
chatr is a Canadian prepaid wireless service brand offering low-cost mobile plans, primarily operated by Rogers Communications.
- F. None of above. chosen
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.