Triple

T1773978
Position Surface form Disambiguated ID Type / Status
Subject AppleTalk E38936 entity
Predicate applicationLayerProtocol P30405 FINISHED
Object 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.
 E203716 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 Session Protocol | Statement: [AppleTalk, applicationLayerProtocol, AppleTalk Session Protocol]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: AppleTalk Session Protocol
Context triple: [AppleTalk, applicationLayerProtocol, AppleTalk Session Protocol]
  • A. AppleTalk Data Stream Protocol
    AppleTalk Data Stream Protocol is a reliable, connection-oriented transport protocol in the AppleTalk networking suite, analogous to TCP in the TCP/IP model.
  • B. AppleTalk
    AppleTalk was Apple’s proprietary suite of networking protocols that enabled file and printer sharing and other communication services between Macintosh computers and devices.
  • C. Apple Filing Protocol
    Apple Filing Protocol is a network protocol developed by Apple for file services and sharing on Macintosh and AppleTalk-based networks.
  • D. AppleShare
    AppleShare was Apple’s classic file and print sharing software for Macintosh networks, enabling users to share files and printers over AppleTalk-based local area networks.
  • E. AirPort
    AirPort is Apple's brand name for its line of Wi‑Fi networking technology and products used to provide wireless connectivity for its computers and devices.
  • 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 Session Protocol
Triple: [AppleTalk, applicationLayerProtocol, AppleTalk Session Protocol]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: AppleTalk Session Protocol
Target entity description: 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.
  • A. AppleTalk Data Stream Protocol
    AppleTalk Data Stream Protocol is a reliable, connection-oriented transport protocol in the AppleTalk networking suite, analogous to TCP in the TCP/IP model.
  • B. AppleTalk
    AppleTalk was Apple’s proprietary suite of networking protocols that enabled file and printer sharing and other communication services between Macintosh computers and devices.
  • C. Apple Filing Protocol
    Apple Filing Protocol is a network protocol developed by Apple for file services and sharing on Macintosh and AppleTalk-based networks.
  • D. AppleShare
    AppleShare was Apple’s classic file and print sharing software for Macintosh networks, enabling users to share files and printers over AppleTalk-based local area networks.
  • E. AirPort
    AirPort is Apple's brand name for its line of Wi‑Fi networking technology and products used to provide wireless connectivity for its computers and devices.
  • 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_69a8862e61708190af97b9838cc3f5de completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa64b59428819082e0d43a61f4f299 completed March 6, 2026, 5:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69adbf4fd0ec8190904f1ad2155c58bf completed March 8, 2026, 6:26 p.m.
NEDg Description generation batch_69adc07e9ebc819082566cc98025b4ae completed March 8, 2026, 6:31 p.m.
NED2 Entity disambiguation (via description) batch_69adc12c894881909c9a82fc9e363a41 completed March 8, 2026, 6:34 p.m.
Created at: March 4, 2026, 7:31 p.m.