Triple
T20004217
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CBDescriptor |
E494408
|
entity |
| Predicate | belongsToLayer |
P36580
|
FINISHED |
| Object |
Bluetooth GATT layer
The Bluetooth GATT layer is the protocol layer in Bluetooth Low Energy that defines how data is structured, discovered, and exchanged between devices using services, characteristics, and descriptors.
|
E745304
|
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: Bluetooth GATT layer | Statement: [CBDescriptor, belongsToLayer, Bluetooth GATT layer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bluetooth GATT layer Context triple: [CBDescriptor, belongsToLayer, Bluetooth GATT layer]
-
A.
CoreBluetooth
CoreBluetooth is an Apple framework that enables apps to communicate with Bluetooth Low Energy (BLE) devices for tasks like data exchange and peripheral control.
-
B.
Bluetooth SIG
Bluetooth SIG is the industry consortium that oversees the development, standardization, and licensing of Bluetooth wireless technology.
-
C.
Bluetooth Core Specification Vol 3 Part H
Bluetooth Core Specification Vol 3 Part H is a section of the Bluetooth standard that defines key security procedures and protocols, including those used for secure connections in Bluetooth Low Energy.
-
D.
Bluetooth Core Specification
The Bluetooth Core Specification is the foundational technical standard that defines how Bluetooth wireless communication operates, including its protocols, profiles, and interoperability requirements.
-
E.
Bluetooth L2CAP
Bluetooth L2CAP is a core Bluetooth protocol layer that provides logical channel multiplexing, segmentation, and reassembly of data packets between higher-level protocols and the baseband.
- 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: Bluetooth GATT layer Triple: [CBDescriptor, belongsToLayer, Bluetooth GATT layer]
Generated description
The Bluetooth GATT layer is the protocol layer in Bluetooth Low Energy that defines how data is structured, discovered, and exchanged between devices using services, characteristics, and descriptors.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bluetooth GATT layer Target entity description: The Bluetooth GATT layer is the protocol layer in Bluetooth Low Energy that defines how data is structured, discovered, and exchanged between devices using services, characteristics, and descriptors.
-
A.
CoreBluetooth
CoreBluetooth is an Apple framework that enables apps to communicate with Bluetooth Low Energy (BLE) devices for tasks like data exchange and peripheral control.
-
B.
Bluetooth SIG
Bluetooth SIG is the industry consortium that oversees the development, standardization, and licensing of Bluetooth wireless technology.
-
C.
Bluetooth Core Specification Vol 3 Part H
Bluetooth Core Specification Vol 3 Part H is a section of the Bluetooth standard that defines key security procedures and protocols, including those used for secure connections in Bluetooth Low Energy.
-
D.
Bluetooth Core Specification
chosen
The Bluetooth Core Specification is the foundational technical standard that defines how Bluetooth wireless communication operates, including its protocols, profiles, and interoperability requirements.
-
E.
Bluetooth L2CAP
Bluetooth L2CAP is a core Bluetooth protocol layer that provides logical channel multiplexing, segmentation, and reassembly of data packets between higher-level protocols and the baseband.
- F. None of above.
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_69da626b2d748190886981ea90c8b2ea |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e661a3ad148190918f9dce755fe470 |
completed | April 20, 2026, 5:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08050db2648190b3400fabb144215f |
completed | May 16, 2026, 5:47 a.m. |
| NEDg | Description generation | batch_6a0805ed58f881909c94d5d9f8ecf631 |
completed | May 16, 2026, 5:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a080668c5dc81909d93f167c6600924 |
completed | May 16, 2026, 5:53 a.m. |
Created at: April 11, 2026, 3:33 p.m.