Triple
T8471206
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | LocalTalk cabling system |
E200283
|
entity |
| Predicate | physicalLayerOf |
P1377
|
FINISHED |
| Object |
AppleTalk network stack
The AppleTalk network stack was Apple’s proprietary suite of networking protocols that enabled easy, plug-and-play communication and resource sharing between Macintosh computers and peripherals.
|
E751626
|
NE FINISHED |
How this triple was built (5 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: AppleTalk network stack | Statement: [LocalTalk cabling system, physicalLayerOf, AppleTalk network stack]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: AppleTalk network stack Context triple: [LocalTalk cabling system, physicalLayerOf, AppleTalk network stack]
-
A.
AppleTalk Session Protocol
AppleTalk Session Protocol is a higher-level AppleTalk networking component that manages and maintains communication sessions between devices in Apple’s classic Macintosh networking environment.
-
B.
AppleTalk Echo Protocol
AppleTalk Echo Protocol is a diagnostic network service in the AppleTalk suite used to test connectivity and measure round-trip communication between AppleTalk nodes.
-
C.
AppleTalk Phase 2
AppleTalk Phase 2 is an enhanced version of Apple’s AppleTalk networking protocol that expanded addressing capabilities and improved support for larger, more complex Macintosh networks.
-
D.
AppleTalk Address Resolution Protocol
AppleTalk Address Resolution Protocol (AARP) is a network protocol used in Apple’s AppleTalk suite to map AppleTalk network addresses to physical hardware (MAC) addresses on local area networks.
-
E.
AppleTalk Transaction Protocol
AppleTalk Transaction Protocol is a lightweight, request–response networking protocol in the AppleTalk suite designed for simple, reliable transactions such as file and print services.
- 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: AppleTalk network stack Triple: [LocalTalk cabling system, physicalLayerOf, AppleTalk network stack]
Generated description
The AppleTalk network stack was Apple’s proprietary suite of networking protocols that enabled easy, plug-and-play communication and resource sharing between Macintosh computers and peripherals.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: AppleTalk network stack Target entity description: The AppleTalk network stack was Apple’s proprietary suite of networking protocols that enabled easy, plug-and-play communication and resource sharing between Macintosh computers and peripherals.
-
A.
AppleTalk Session Protocol
AppleTalk Session Protocol is a higher-level AppleTalk networking component that manages and maintains communication sessions between devices in Apple’s classic Macintosh networking environment.
-
B.
AppleTalk Echo Protocol
AppleTalk Echo Protocol is a diagnostic network service in the AppleTalk suite used to test connectivity and measure round-trip communication between AppleTalk nodes.
-
C.
AppleTalk Phase 2
AppleTalk Phase 2 is an enhanced version of Apple’s AppleTalk networking protocol that expanded addressing capabilities and improved support for larger, more complex Macintosh networks.
-
D.
AppleTalk Address Resolution Protocol
AppleTalk Address Resolution Protocol (AARP) is a network protocol used in Apple’s AppleTalk suite to map AppleTalk network addresses to physical hardware (MAC) addresses on local area networks.
-
E.
AppleTalk Transaction Protocol
AppleTalk Transaction Protocol is a lightweight, request–response networking protocol in the AppleTalk suite designed for simple, reliable transactions such as file and print services.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: physicalLayerOf Context triple: [LocalTalk cabling system, physicalLayerOf, AppleTalk network stack]
-
A.
physicalLayer
chosen
Indicates a relationship where one entity functions as or pertains to the lowest (physical) layer in a layered system or communication stack, handling the actual transmission of signals or raw data.
-
B.
physicalLayerDesignation
Indicates that one entity specifies or assigns the physical-layer characteristics or identifier used by another entity in a communication system.
-
C.
usesPhysicalLayerSimilarTo
Indicates that one entity employs a physical layer that is similar in structure, technology, or operational characteristics to that used by another entity.
-
D.
protocolLayer
Indicates a relationship where a communication protocol operates at, or is associated with, a specific layer in a protocol stack or network architecture.
-
E.
usesPhysicalLayerPipe
Indicates that one entity employs a specific physical-layer transmission path or channel provided by another entity to carry its data.
- F. None of above.
Provenance (6 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_69ca831a4f348190bfdd09250e86ae35 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe4f3a81881908f20514579945ffa |
completed | March 31, 2026, 3:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cef2fa85ac8190adb7ddeb672bc550 |
completed | April 2, 2026, 10:51 p.m. |
| NEDg | Description generation | batch_69cef4cbc0788190bf95aa8058a8d895 |
completed | April 2, 2026, 10:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cef830e4e48190bf337a526cc82119 |
completed | April 2, 2026, 11:13 p.m. |
| PD | Predicate disambiguation | batch_69cbd10072cc819084be1ed9ac7ebe9d |
completed | March 31, 2026, 1:49 p.m. |
Created at: March 30, 2026, 6:11 p.m.