Triple

T9754556
Position Surface form Disambiguated ID Type / Status
Subject AUTO E236520 entity
Predicate voiceActor P1507 FINISHED
Object MacInTalk
MacInTalk is Apple's early text-to-speech synthesis system for Macintosh computers, known for its distinctive robotic voice.
 E818215 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: MacInTalk | Statement: [AUTO, voiceActor, MacInTalk]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MacInTalk
Context triple: [AUTO, voiceActor, MacInTalk]
  • A. The MAC
    The MAC is a contemporary arts venue in Belfast, Northern Ireland, known for hosting visual art exhibitions, theatre performances, and other cultural events.
  • B. MacAskill
    MacAskill is a Scottish surname historically associated with the Isle of Skye and the Hebrides, borne by several notable figures in politics, journalism, and philosophy.
  • C. MacVicar
    MacVicar is a Scottish-origin surname associated with individuals such as American actress Martha Vickers (born Martha MacVicar).
  • D. Talk That
    "Talk That" is a track by Snoop Dogg featured on his 2011 studio album *Doggumentary*.
  • E. TokenTalk
    TokenTalk is a token-passing local area network protocol developed by Apple as a variant of its AppleTalk networking architecture.
  • 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: MacInTalk
Triple: [AUTO, voiceActor, MacInTalk]
Generated description
MacInTalk is Apple's early text-to-speech synthesis system for Macintosh computers, known for its distinctive robotic voice.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MacInTalk
Target entity description: MacInTalk is Apple's early text-to-speech synthesis system for Macintosh computers, known for its distinctive robotic voice.
  • A. The MAC
    The MAC is a contemporary arts venue in Belfast, Northern Ireland, known for hosting visual art exhibitions, theatre performances, and other cultural events.
  • B. MacAskill
    MacAskill is a Scottish surname historically associated with the Isle of Skye and the Hebrides, borne by several notable figures in politics, journalism, and philosophy.
  • C. MacVicar
    MacVicar is a Scottish-origin surname associated with individuals such as American actress Martha Vickers (born Martha MacVicar).
  • D. Talk That
    "Talk That" is a track by Snoop Dogg featured on his 2011 studio album *Doggumentary*.
  • E. TokenTalk
    TokenTalk is a token-passing local area network protocol developed by Apple as a variant of its AppleTalk networking architecture.
  • 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_69ca84d4eddc8190996fec1417d2bae8 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9fb01ad08190b2435fa505c622bc completed April 1, 2026, 10:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1b02ff0f4819080410d4e7e809a24 completed April 5, 2026, 12:43 a.m.
NEDg Description generation batch_69d1b1b8c75481909b847591b80255bc completed April 5, 2026, 12:50 a.m.
NED2 Entity disambiguation (via description) batch_69d1b24f4af4819089b7e5b2b0165808 completed April 5, 2026, 12:52 a.m.
Created at: March 30, 2026, 8:24 p.m.