Triple
T1935074
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | APFS |
E41425
|
entity |
| Predicate | introducedAtEvent |
P8259
|
FINISHED |
| Object |
WWDC 2016
WWDC 2016 was Apple’s annual developer conference where it unveiled major software updates across its platforms, including iOS 10, macOS Sierra, watchOS 3, and tvOS 10.
|
E215077
|
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: WWDC 2016 | Statement: [APFS, introducedAtEvent, WWDC 2016]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: WWDC 2016 Context triple: [APFS, introducedAtEvent, WWDC 2016]
-
A.
WWDC 2023
WWDC 2023 was Apple’s annual developer conference where it unveiled major software updates and new platforms, including the introduction of its mixed-reality ecosystem.
-
B.
Apple WWDC 2017
Apple WWDC 2017 was Apple’s annual developer conference held in June 2017, where the company unveiled major software updates across its platforms and introduced new hardware including the HomePod smart speaker.
-
C.
Apple Worldwide Developers Conference 2015
Apple Worldwide Developers Conference 2015 was Apple’s annual developer conference held in 2015, notable for major software announcements including the debut of its streaming service Apple Music.
-
D.
Apple WWDC 2022
Apple WWDC 2022 was Apple’s annual developer conference where the company unveiled major software updates across its platforms and introduced new hardware including the M2 chip.
-
E.
Apple Worldwide Developers Conference 2014
Apple Worldwide Developers Conference 2014 was Apple's annual developer event where it introduced major software updates and unveiled the Swift programming language.
- 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: WWDC 2016 Triple: [APFS, introducedAtEvent, WWDC 2016]
Generated description
WWDC 2016 was Apple’s annual developer conference where it unveiled major software updates across its platforms, including iOS 10, macOS Sierra, watchOS 3, and tvOS 10.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: WWDC 2016 Target entity description: WWDC 2016 was Apple’s annual developer conference where it unveiled major software updates across its platforms, including iOS 10, macOS Sierra, watchOS 3, and tvOS 10.
-
A.
WWDC 2023
WWDC 2023 was Apple’s annual developer conference where it unveiled major software updates and new platforms, including the introduction of its mixed-reality ecosystem.
-
B.
Apple WWDC 2017
Apple WWDC 2017 was Apple’s annual developer conference held in June 2017, where the company unveiled major software updates across its platforms and introduced new hardware including the HomePod smart speaker.
-
C.
Apple Worldwide Developers Conference 2015
Apple Worldwide Developers Conference 2015 was Apple’s annual developer conference held in 2015, notable for major software announcements including the debut of its streaming service Apple Music.
-
D.
Apple WWDC 2022
Apple WWDC 2022 was Apple’s annual developer conference where the company unveiled major software updates across its platforms and introduced new hardware including the M2 chip.
-
E.
Apple Worldwide Developers Conference 2014
Apple Worldwide Developers Conference 2014 was Apple's annual developer event where it introduced major software updates and unveiled the Swift programming language.
- 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_69a88649b24c819080047f26b6db2ded |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb29c7be08190986df157bf5d7c9e |
completed | March 7, 2026, 5:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adf3f3932081909a72d1022259359e |
completed | March 8, 2026, 10:10 p.m. |
| NEDg | Description generation | batch_69adf472aca881908d99cf5bfcae3094 |
completed | March 8, 2026, 10:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adf50d93c88190aa1cbf96526558b6 |
completed | March 8, 2026, 10:15 p.m. |
Created at: March 4, 2026, 7:35 p.m.