Triple
T14374639
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Architecture Components |
E356441
|
entity |
| Predicate | includesLibrary |
P1393
|
FINISHED |
| Object |
LiveData
LiveData is an Android Architecture Components library that provides lifecycle-aware, observable data holders to help UI components react to data changes safely and efficiently.
|
E1095623
|
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: LiveData | Statement: [Architecture Components, includesLibrary, LiveData]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: LiveData Context triple: [Architecture Components, includesLibrary, LiveData]
-
A.
CurrentValueSubject
CurrentValueSubject is a Combine publisher that maintains and emits a current value to new and existing subscribers in Apple’s reactive programming framework.
-
B.
RxJava
RxJava is a Java library for composing asynchronous and event-based programs using observable sequences and functional reactive programming principles.
-
C.
Live Software
Live Software was a software company best known for creating the JRun Java application server, one of the early commercial servlet and JSP engines for web applications.
-
D.
Total Request Live
Total Request Live was a popular MTV music video countdown show that featured live audience participation, celebrity guests, and real-time viewer requests, becoming a defining program of late-1990s and early-2000s pop culture.
-
E.
1LIVE
1LIVE is a popular German public radio station aimed primarily at young listeners, known for contemporary music, entertainment, and youth-oriented programming.
- 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: LiveData Triple: [Architecture Components, includesLibrary, LiveData]
Generated description
LiveData is an Android Architecture Components library that provides lifecycle-aware, observable data holders to help UI components react to data changes safely and efficiently.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: LiveData Target entity description: LiveData is an Android Architecture Components library that provides lifecycle-aware, observable data holders to help UI components react to data changes safely and efficiently.
-
A.
CurrentValueSubject
CurrentValueSubject is a Combine publisher that maintains and emits a current value to new and existing subscribers in Apple’s reactive programming framework.
-
B.
RxJava
RxJava is a Java library for composing asynchronous and event-based programs using observable sequences and functional reactive programming principles.
-
C.
Live Software
Live Software was a software company best known for creating the JRun Java application server, one of the early commercial servlet and JSP engines for web applications.
-
D.
Total Request Live
Total Request Live was a popular MTV music video countdown show that featured live audience participation, celebrity guests, and real-time viewer requests, becoming a defining program of late-1990s and early-2000s pop culture.
-
E.
1LIVE
1LIVE is a popular German public radio station aimed primarily at young listeners, known for contemporary music, entertainment, and youth-oriented programming.
- 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_69d8279163a081908aec45c0e3f1e02f |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de9007184c8190aebb003cb6548cc8 |
completed | April 14, 2026, 7:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd4c5514688190be90776c8764d4f3 |
completed | May 8, 2026, 2:37 a.m. |
| NEDg | Description generation | batch_69fd4d56b67c8190bc9ecd4f444df780 |
completed | May 8, 2026, 2:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd4e9a678c8190bd1821e6c43a3a1a |
completed | May 8, 2026, 2:46 a.m. |
Created at: April 10, 2026, 1:16 a.m.