Triple

T1774014
Position Surface form Disambiguated ID Type / Status
Subject AppleTalk E38936 entity
Predicate notableImplementation P102 FINISHED
Object TokenTalk
TokenTalk is a token-passing local area network protocol developed by Apple as a variant of its AppleTalk networking architecture.
E200284 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: TokenTalk | Statement: [AppleTalk, notableImplementation, TokenTalk]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: TokenTalk
Context triple: [AppleTalk, notableImplementation, TokenTalk]
  • A. TalkTalk
    TalkTalk is a UK-based telecommunications company that provides broadband, TV, and phone services to residential and business customers.
  • B. Versoix
    Versoix is a Swiss municipality on the shores of Lake Geneva, known as a residential suburb of Geneva with lakeside promenades and a mix of urban and natural landscapes.
  • C. Intentional Talk
    Intentional Talk is a lighthearted baseball talk show featuring player interviews, game analysis, and humorous commentary on MLB Network.
  • D. Strongtalk
    Strongtalk is a high-performance, optionally statically typed implementation of the Smalltalk programming language that introduced advanced type system and virtual machine innovations.
  • E. Taalkommissie
    Taalkommissie is a South African language commission best known for its role in developing and standardizing Afrikaans.
  • 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: TokenTalk
Triple: [AppleTalk, notableImplementation, TokenTalk]
Generated description
TokenTalk is a token-passing local area network protocol developed by Apple as a variant of its AppleTalk networking architecture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: TokenTalk
Target entity description: TokenTalk is a token-passing local area network protocol developed by Apple as a variant of its AppleTalk networking architecture.
  • A. TalkTalk
    TalkTalk is a UK-based telecommunications company that provides broadband, TV, and phone services to residential and business customers.
  • B. Versoix
    Versoix is a Swiss municipality on the shores of Lake Geneva, known as a residential suburb of Geneva with lakeside promenades and a mix of urban and natural landscapes.
  • C. Intentional Talk
    Intentional Talk is a lighthearted baseball talk show featuring player interviews, game analysis, and humorous commentary on MLB Network.
  • D. Strongtalk
    Strongtalk is a high-performance, optionally statically typed implementation of the Smalltalk programming language that introduced advanced type system and virtual machine innovations.
  • E. Taalkommissie
    Taalkommissie is a South African language commission best known for its role in developing and standardizing Afrikaans.
  • 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_69ada9982d208190b0c29ee1141e91b0 completed March 8, 2026, 4:53 p.m.
NEDg Description generation batch_69adab0295b8819092cb51082337b97b completed March 8, 2026, 4:59 p.m.
NED2 Entity disambiguation (via description) batch_69adaea83bfc8190a526d5f2bd460e4c completed March 8, 2026, 5:15 p.m.
Created at: March 4, 2026, 7:31 p.m.