Triple

T8520786
Position Surface form Disambiguated ID Type / Status
Subject AppleTalk Data Stream Protocol E201687 entity
Predicate requires P100 FINISHED
Object AppleTalk addressing
AppleTalk addressing is the network-layer scheme used in Apple’s legacy AppleTalk protocol suite to uniquely identify devices and services on an AppleTalk network.
E743066 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: AppleTalk addressing | Statement: [AppleTalk Data Stream Protocol, requires, AppleTalk addressing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: AppleTalk addressing
Context triple: [AppleTalk Data Stream Protocol, requires, AppleTalk addressing]
  • A. 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.
  • 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. Inside AppleTalk (Apple technical reference)
    Inside AppleTalk (Apple technical reference) is a technical book that provides an in-depth explanation of Apple’s AppleTalk networking architecture and protocols for developers and system integrators.
  • D. 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.
  • 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 addressing
Triple: [AppleTalk Data Stream Protocol, requires, AppleTalk addressing]
Generated description
AppleTalk addressing is the network-layer scheme used in Apple’s legacy AppleTalk protocol suite to uniquely identify devices and services on an AppleTalk network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: AppleTalk addressing
Target entity description: AppleTalk addressing is the network-layer scheme used in Apple’s legacy AppleTalk protocol suite to uniquely identify devices and services on an AppleTalk network.
  • A. 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.
  • 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. Inside AppleTalk (Apple technical reference)
    Inside AppleTalk (Apple technical reference) is a technical book that provides an in-depth explanation of Apple’s AppleTalk networking architecture and protocols for developers and system integrators.
  • D. 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.
  • 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

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_69ca8321bb44819081b74df0b710276d completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe628f8c48190a35201f9fde605cc completed March 31, 2026, 3:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce88f750cc819093c8902b2c285153 completed April 2, 2026, 3:19 p.m.
NEDg Description generation batch_69ce8b8a9cb08190b1860d8174a4400f completed April 2, 2026, 3:30 p.m.
NED2 Entity disambiguation (via description) batch_69ce8c03480081909120e2f790fe4394 completed April 2, 2026, 3:32 p.m.
Created at: March 30, 2026, 6:16 p.m.