Triple
T7033533
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ColdFusion |
E163324
|
entity |
| Predicate | supportsLanguage |
P2177
|
FINISHED |
| Object |
CFML
CFML (ColdFusion Markup Language) is a tag-based, server-side scripting language primarily used for building dynamic web applications on the Adobe ColdFusion platform.
|
E163324
|
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: CFML | Statement: [ColdFusion, supportsLanguage, CFML]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: CFML Context triple: [ColdFusion, supportsLanguage, CFML]
-
A.
ColdFusion
ColdFusion is a web application development platform and scripting language used to rapidly build dynamic, database-driven websites and services.
-
B.
Adobe Flex
Adobe Flex is a software development framework for building rich internet applications that run on the Adobe Flash platform using the ActionScript programming language.
-
C.
ActionScript
ActionScript is an object-oriented programming language primarily used for developing rich internet applications and Adobe Flash content.
-
D.
ActionScript Virtual Machine
The ActionScript Virtual Machine is the runtime engine in Adobe Flash Player and related platforms that interprets and executes compiled ActionScript bytecode.
-
E.
Flash Communication Server
Flash Communication Server is a real-time multimedia server platform developed by Macromedia to enable streaming audio, video, and interactive applications over the web using Flash technology.
- 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: CFML Triple: [ColdFusion, supportsLanguage, CFML]
Generated description
CFML (ColdFusion Markup Language) is a tag-based, server-side scripting language primarily used for building dynamic web applications on the Adobe ColdFusion platform.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: CFML Target entity description: CFML (ColdFusion Markup Language) is a tag-based, server-side scripting language primarily used for building dynamic web applications on the Adobe ColdFusion platform.
-
A.
ColdFusion
chosen
ColdFusion is a web application development platform and scripting language used to rapidly build dynamic, database-driven websites and services.
-
B.
Adobe Flex
Adobe Flex is a software development framework for building rich internet applications that run on the Adobe Flash platform using the ActionScript programming language.
-
C.
ActionScript
ActionScript is an object-oriented programming language primarily used for developing rich internet applications and Adobe Flash content.
-
D.
ActionScript Virtual Machine
The ActionScript Virtual Machine is the runtime engine in Adobe Flash Player and related platforms that interprets and executes compiled ActionScript bytecode.
-
E.
Flash Communication Server
Flash Communication Server is a real-time multimedia server platform developed by Macromedia to enable streaming audio, video, and interactive applications over the web using Flash technology.
- F. None of above.
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_69c6885d691c81908cf7d31083113886 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6e2118fc88190a0751ca18eafb4a5 |
completed | March 27, 2026, 8:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7885d83d4819099cc334dd2841f3b |
completed | March 28, 2026, 7:50 a.m. |
| NEDg | Description generation | batch_69c789c962b081909cff8b58c87f224e |
completed | March 28, 2026, 7:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c78a9675b4819087836dfc438df9f0 |
completed | March 28, 2026, 8 a.m. |
Created at: March 27, 2026, 2:36 p.m.