Triple
T8471717
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mac OS X transition technologies |
E200294
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object |
Carbon ATSUI text APIs
Carbon ATSUI text APIs were Apple’s legacy Mac OS X text layout and rendering interfaces designed to support advanced typography during the transition from classic Mac OS to modern OS X technologies.
|
E736599
|
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: Carbon ATSUI text APIs | Statement: [Mac OS X transition technologies, includes, Carbon ATSUI text APIs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Carbon ATSUI text APIs Context triple: [Mac OS X transition technologies, includes, Carbon ATSUI text APIs]
-
A.
Uniscribe
Uniscribe is a Windows text layout and shaping engine that provides complex script support, including advanced rendering and typographic features for scripts such as Arabic.
-
B.
Core Text
Core Text is a macOS text layout and font-handling framework that provides low-level, high-performance text rendering and typographic capabilities for Cocoa applications.
-
C.
Unicode text processing algorithms
Unicode text processing algorithms are standardized procedures that define how Unicode text is compared, sorted, segmented, normalized, and otherwise manipulated consistently across different systems and languages.
-
D.
OpenType font technology
OpenType font technology is a scalable, cross-platform font format developed by Microsoft and Adobe that supports advanced typographic features such as ligatures, contextual substitutions, and complex script shaping.
-
E.
Unicode ICU
Unicode ICU (International Components for Unicode) is a widely used open-source library that provides robust, cross-platform support for Unicode text handling, internationalization, and localization in software applications.
- 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: Carbon ATSUI text APIs Triple: [Mac OS X transition technologies, includes, Carbon ATSUI text APIs]
Generated description
Carbon ATSUI text APIs were Apple’s legacy Mac OS X text layout and rendering interfaces designed to support advanced typography during the transition from classic Mac OS to modern OS X technologies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Carbon ATSUI text APIs Target entity description: Carbon ATSUI text APIs were Apple’s legacy Mac OS X text layout and rendering interfaces designed to support advanced typography during the transition from classic Mac OS to modern OS X technologies.
-
A.
Uniscribe
Uniscribe is a Windows text layout and shaping engine that provides complex script support, including advanced rendering and typographic features for scripts such as Arabic.
-
B.
Core Text
Core Text is a macOS text layout and font-handling framework that provides low-level, high-performance text rendering and typographic capabilities for Cocoa applications.
-
C.
Unicode text processing algorithms
Unicode text processing algorithms are standardized procedures that define how Unicode text is compared, sorted, segmented, normalized, and otherwise manipulated consistently across different systems and languages.
-
D.
OpenType font technology
OpenType font technology is a scalable, cross-platform font format developed by Microsoft and Adobe that supports advanced typographic features such as ligatures, contextual substitutions, and complex script shaping.
-
E.
Unicode ICU
Unicode ICU (International Components for Unicode) is a widely used open-source library that provides robust, cross-platform support for Unicode text handling, internationalization, and localization in software applications.
- 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.