Triple
T4275581
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Combine |
E97040
|
entity |
| Predicate | providesType |
P24486
|
FINISHED |
| Object |
PassthroughSubject
PassthroughSubject is a Combine publisher in Swift that broadcasts values to its subscribers in real time without storing any history.
|
E427881
|
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: PassthroughSubject | Statement: [Combine, providesType, PassthroughSubject]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: PassthroughSubject Context triple: [Combine, providesType, PassthroughSubject]
-
A.
RxJS
RxJS is a JavaScript library for reactive programming that uses observables to handle asynchronous data streams and event-based programs.
-
B.
TransformStream
TransformStream is a web streams API interface that enables transforming data chunks passing through a readable–writable stream pair, such as for compression, encryption, or format conversion in streaming workflows.
-
C.
ReadableStream
ReadableStream is a web platform interface representing a source of streaming data that can be read incrementally, commonly used for handling network responses and other asynchronous data flows in JavaScript.
-
D.
TransformStreamDefaultController
TransformStreamDefaultController is a web streams API interface that lets transform stream implementations enqueue, error, or terminate chunks during a streaming transformation.
-
E.
accepts PASMO
PASMO is a rechargeable contactless smart card widely used for public transportation and electronic payments across Japan, particularly in the Tokyo metropolitan area.
- 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: PassthroughSubject Triple: [Combine, providesType, PassthroughSubject]
Generated description
PassthroughSubject is a Combine publisher in Swift that broadcasts values to its subscribers in real time without storing any history.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: PassthroughSubject Target entity description: PassthroughSubject is a Combine publisher in Swift that broadcasts values to its subscribers in real time without storing any history.
-
A.
RxJS
RxJS is a JavaScript library for reactive programming that uses observables to handle asynchronous data streams and event-based programs.
-
B.
TransformStream
TransformStream is a web streams API interface that enables transforming data chunks passing through a readable–writable stream pair, such as for compression, encryption, or format conversion in streaming workflows.
-
C.
ReadableStream
ReadableStream is a web platform interface representing a source of streaming data that can be read incrementally, commonly used for handling network responses and other asynchronous data flows in JavaScript.
-
D.
TransformStreamDefaultController
TransformStreamDefaultController is a web streams API interface that lets transform stream implementations enqueue, error, or terminate chunks during a streaming transformation.
-
E.
accepts PASMO
PASMO is a rechargeable contactless smart card widely used for public transportation and electronic payments across Japan, particularly in the Tokyo metropolitan area.
- 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_69b34544be3c819084d1ab82d29f90c5 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3501c35688190a7d15d904f15f968 |
completed | March 12, 2026, 11:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5b7b0b2ec819090ccf042917ae207 |
completed | March 14, 2026, 7:32 p.m. |
| NEDg | Description generation | batch_69b5b8ac37c88190ad2c6a8358e17554 |
completed | March 14, 2026, 7:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5b92eec8c81908c114238af39450f |
completed | March 14, 2026, 7:38 p.m. |
Created at: March 12, 2026, 11:07 p.m.