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.