Triple
T2190227
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Apple Store |
E49843
|
entity |
| Predicate | offers |
P178
|
FINISHED |
| Object |
Today at Apple educational programs
Today at Apple educational programs are free, in-store sessions that teach creative and technical skills using Apple products, covering topics like photography, music, coding, art, and productivity for participants of all ages.
|
E242397
|
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: Today at Apple educational programs | Statement: [Apple Store, offers, Today at Apple educational programs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Today at Apple educational programs Context triple: [Apple Store, offers, Today at Apple educational programs]
-
A.
Applefest
Applefest is an annual autumn festival in Warwick, New York, celebrating the local apple harvest with food, crafts, entertainment, and community activities.
-
B.
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.
-
C.
Apple October 2016 Mac event
The Apple October 2016 Mac event was a company keynote focused on unveiling updated MacBook Pro models and related Mac hardware and software advancements.
-
D.
Apple September 2016 event
The Apple September 2016 event was a major product launch keynote where Apple introduced the iPhone 7 lineup and several new accessories and services.
-
E.
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.
- 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: Today at Apple educational programs Triple: [Apple Store, offers, Today at Apple educational programs]
Generated description
Today at Apple educational programs are free, in-store sessions that teach creative and technical skills using Apple products, covering topics like photography, music, coding, art, and productivity for participants of all ages.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Today at Apple educational programs Target entity description: Today at Apple educational programs are free, in-store sessions that teach creative and technical skills using Apple products, covering topics like photography, music, coding, art, and productivity for participants of all ages.
-
A.
Applefest
Applefest is an annual autumn festival in Warwick, New York, celebrating the local apple harvest with food, crafts, entertainment, and community activities.
-
B.
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.
-
C.
Apple October 2016 Mac event
The Apple October 2016 Mac event was a company keynote focused on unveiling updated MacBook Pro models and related Mac hardware and software advancements.
-
D.
Apple September 2016 event
The Apple September 2016 event was a major product launch keynote where Apple introduced the iPhone 7 lineup and several new accessories and services.
-
E.
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.
- 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_69a88aaba3c48190b351cab9b26989ff |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abbf38f70081909f442eed226a282e |
completed | March 7, 2026, 6:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae5db0352c8190aa9c4c58460df3a4 |
completed | March 9, 2026, 5:42 a.m. |
| NEDg | Description generation | batch_69ae5e5fe37c8190bcf73200d32f5faa |
completed | March 9, 2026, 5:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae5ed1e3208190b46d5e8361c2a5f6 |
completed | March 9, 2026, 5:46 a.m. |
Created at: March 4, 2026, 7:46 p.m.