Triple
T5100819
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Apple WWDC 2017 |
E114975
|
entity |
| Predicate | followedBy |
P78
|
FINISHED |
| Object |
Apple WWDC 2018
Apple WWDC 2018 was Apple’s annual developer conference held in June 2018, where the company unveiled major updates to iOS, macOS, watchOS, and tvOS.
|
E495259
|
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: Apple WWDC 2018 | Statement: [Apple WWDC 2017, followedBy, Apple WWDC 2018]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Apple WWDC 2018 Context triple: [Apple WWDC 2017, followedBy, Apple WWDC 2018]
-
A.
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.
-
B.
WWDC 2019
WWDC 2019 was Apple’s annual developer conference in 2019, notable for major software announcements across its platforms and the unveiling of new developer technologies.
-
C.
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.
-
D.
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.
-
E.
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.
- 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: Apple WWDC 2018 Triple: [Apple WWDC 2017, followedBy, Apple WWDC 2018]
Generated description
Apple WWDC 2018 was Apple’s annual developer conference held in June 2018, where the company unveiled major updates to iOS, macOS, watchOS, and tvOS.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Apple WWDC 2018 Target entity description: Apple WWDC 2018 was Apple’s annual developer conference held in June 2018, where the company unveiled major updates to iOS, macOS, watchOS, and tvOS.
-
A.
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.
-
B.
WWDC 2019
WWDC 2019 was Apple’s annual developer conference in 2019, notable for major software announcements across its platforms and the unveiling of new developer technologies.
-
C.
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.
-
D.
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.
-
E.
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.
- 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_69bd443fc49c819089629c00e311310c |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd758381dc8190ac491788d27ab8e0 |
completed | March 20, 2026, 4:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bec36d231481908da4d2df53bd6507 |
completed | March 21, 2026, 4:12 p.m. |
| NEDg | Description generation | batch_69bec506d5b88190bcf6e7cb5f602c2f |
completed | March 21, 2026, 4:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bec5ae111c8190914e93dc1680d36e |
completed | March 21, 2026, 4:22 p.m. |
Created at: March 20, 2026, 1:40 p.m.