Triple
T19771255
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Folklore.org |
E474892
|
entity |
| Predicate | about |
P380
|
FINISHED |
| Object | software engineering at Apple |
—
|
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: software engineering at Apple | Statement: [Folklore.org, about, software engineering at Apple]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: software engineering at Apple Context triple: [Folklore.org, about, software engineering at Apple]
-
A.
Apple Developer Relations
Apple Developer Relations is the Apple organization responsible for supporting and guiding third‑party developers, including managing policies and communications related to app development and distribution on Apple platforms.
-
B.
Apple hardware engineering team
The Apple hardware engineering team is the group of engineers at Apple responsible for designing the company’s computer and device hardware architectures, interfaces, and components.
-
C.
Apple graphics and compute ecosystem
Apple graphics and compute ecosystem is the integrated stack of hardware, drivers, and software frameworks (like Metal and related tools) that powers graphics rendering and GPU-accelerated computation across Apple devices.
-
D.
Software Engineering
chosen
Software Engineering is the disciplined field focused on the systematic design, development, testing, and maintenance of software systems using engineering principles and best practices.
-
E.
Apple developer transition kit program
The Apple developer transition kit program was an initiative that provided developers with early access to Apple Silicon-based Mac hardware and tools so they could begin building and optimizing universal apps before the official hardware launch.
- 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_69d8e51a43a08190956bc6df13c91a77 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e6535bd8c0819097671783962b6bc5 |
completed | April 20, 2026, 4:25 p.m. |
Created at: April 10, 2026, 1:48 p.m.