Triple

T8471690
Position Surface form Disambiguated ID Type / Status
Subject Font Manager E200293 entity
Predicate replacedBy P101 FINISHED
Object Apple Type Services (ATS)
Apple Type Services (ATS) is Apple’s modern font and text rendering architecture that superseded the classic Font Manager to provide more advanced, scalable, and Unicode-compliant typography support across its operating systems.
 E736591 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: Apple Type Services (ATS) | Statement: [Font Manager, replacedBy, Apple Type Services (ATS)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Apple Type Services (ATS)
Context triple: [Font Manager, replacedBy, Apple Type Services (ATS)]
  • A. Apple H2
    Apple H2 is a custom wireless audio chip designed by Apple to power advanced sound processing, noise cancellation, and efficiency features in newer AirPods models.
  • B. Apple Filing Protocol
    Apple Filing Protocol is a network protocol developed by Apple for file services and sharing on Macintosh and AppleTalk-based networks.
  • C. 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.
  • D. Genius Bar
    The Genius Bar is Apple’s in-store technical support and service desk where customers receive hardware repairs, software help, and product advice from trained specialists.
  • E. ATS-SN
    ATS-SN is a Japanese automatic train stop safety system used on conventional railway lines to prevent trains from passing signals at danger.
  • 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: Apple Type Services (ATS)
Triple: [Font Manager, replacedBy, Apple Type Services (ATS)]
Generated description
Apple Type Services (ATS) is Apple’s modern font and text rendering architecture that superseded the classic Font Manager to provide more advanced, scalable, and Unicode-compliant typography support across its operating systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Apple Type Services (ATS)
Target entity description: Apple Type Services (ATS) is Apple’s modern font and text rendering architecture that superseded the classic Font Manager to provide more advanced, scalable, and Unicode-compliant typography support across its operating systems.
  • A. Apple H2
    Apple H2 is a custom wireless audio chip designed by Apple to power advanced sound processing, noise cancellation, and efficiency features in newer AirPods models.
  • B. Apple Filing Protocol
    Apple Filing Protocol is a network protocol developed by Apple for file services and sharing on Macintosh and AppleTalk-based networks.
  • C. 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.
  • D. Genius Bar
    The Genius Bar is Apple’s in-store technical support and service desk where customers receive hardware repairs, software help, and product advice from trained specialists.
  • E. ATS-SN
    ATS-SN is a Japanese automatic train stop safety system used on conventional railway lines to prevent trains from passing signals at danger.
  • 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_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_69ce39fc9bf481908e37919b13465d18 completed April 2, 2026, 9:42 a.m.
NEDg Description generation batch_69ce3b1e188c8190ad894478141f6501 completed April 2, 2026, 9:47 a.m.
NED2 Entity disambiguation (via description) batch_69ce3bfd00948190b3956be3f8c5d547 completed April 2, 2026, 9:50 a.m.
Created at: March 30, 2026, 6:11 p.m.