Triple
T10214010
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Today at Apple sessions |
E242396
|
entity |
| Predicate | isGuidedBy |
P12723
|
FINISHED |
| Object |
Apple Specialist
An Apple Specialist is a trained Apple retail employee who guides customers through product education, personalized support, and hands-on sessions in Apple Stores.
|
E849971
|
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 Specialist | Statement: [Today at Apple sessions, isGuidedBy, Apple Specialist]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Apple Specialist Context triple: [Today at Apple sessions, isGuidedBy, Apple Specialist]
-
A.
Apple Electronics
Apple Electronics was a short-lived subsidiary of Apple Corps, the multimedia company founded by The Beatles, created to handle the group’s electronics and related ventures.
-
B.
Apple
Apple is a widely cultivated fruit known for its crisp texture, sweet-tart flavor, and central role in cuisines and agricultural traditions around the world.
-
C.
Apple
"Apple" is the only studio album by the American rock band Mother Love Bone, recognized as a seminal release in the early Seattle grunge scene.
-
D.
Apple hardware
Apple hardware refers to the physical computing devices and electronic products designed and manufactured by Apple Inc., including computers, smartphones, tablets, wearables, and accessories.
-
E.
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.
- 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 Specialist Triple: [Today at Apple sessions, isGuidedBy, Apple Specialist]
Generated description
An Apple Specialist is a trained Apple retail employee who guides customers through product education, personalized support, and hands-on sessions in Apple Stores.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Apple Specialist Target entity description: An Apple Specialist is a trained Apple retail employee who guides customers through product education, personalized support, and hands-on sessions in Apple Stores.
-
A.
Apple Electronics
Apple Electronics was a short-lived subsidiary of Apple Corps, the multimedia company founded by The Beatles, created to handle the group’s electronics and related ventures.
-
B.
Apple
Apple is a widely cultivated fruit known for its crisp texture, sweet-tart flavor, and central role in cuisines and agricultural traditions around the world.
-
C.
Apple
"Apple" is the only studio album by the American rock band Mother Love Bone, recognized as a seminal release in the early Seattle grunge scene.
-
D.
Apple hardware
Apple hardware refers to the physical computing devices and electronic products designed and manufactured by Apple Inc., including computers, smartphones, tablets, wearables, and accessories.
-
E.
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.
- 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_69d381ae26c48190985abd0e25ee5d04 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d3aa24efc081909714d98943543283 |
completed | April 6, 2026, 12:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d652ea80dc81908bc65ee2ec390467 |
completed | April 8, 2026, 1:06 p.m. |
| NEDg | Description generation | batch_69d657818b008190a24170717cff53b9 |
completed | April 8, 2026, 1:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d65835a11c819083d069ab0f644d4c |
completed | April 8, 2026, 1:29 p.m. |
Created at: April 6, 2026, 11:04 a.m.