Triple
T8471041
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | LocalTalk |
E200279
|
entity |
| Predicate | alternativeName |
P39
|
FINISHED |
| Object |
AppleTalk Personal Network cabling system
AppleTalk Personal Network cabling system, also known as LocalTalk, was Apple’s low-speed, inexpensive networking technology used primarily in the 1980s and early 1990s to connect Macintosh computers and peripherals.
|
E736558
|
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 Personal Network cabling system | Statement: [LocalTalk, alternativeName, AppleTalk Personal Network cabling system]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: AppleTalk Personal Network cabling system Context triple: [LocalTalk, alternativeName, AppleTalk Personal Network cabling system]
-
A.
AppleTalk Echo Protocol
AppleTalk Echo Protocol is a diagnostic network service in the AppleTalk suite used to test connectivity and measure round-trip communication between AppleTalk nodes.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
AppleTalk Phase 2
AppleTalk Phase 2 is an enhanced version of Apple’s AppleTalk networking protocol that expanded addressing capabilities and improved support for larger, more complex Macintosh networks.
- 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 Personal Network cabling system Triple: [LocalTalk, alternativeName, AppleTalk Personal Network cabling system]
Generated description
AppleTalk Personal Network cabling system, also known as LocalTalk, was Apple’s low-speed, inexpensive networking technology used primarily in the 1980s and early 1990s to connect Macintosh computers and peripherals.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: AppleTalk Personal Network cabling system Target entity description: AppleTalk Personal Network cabling system, also known as LocalTalk, was Apple’s low-speed, inexpensive networking technology used primarily in the 1980s and early 1990s to connect Macintosh computers and peripherals.
-
A.
AppleTalk Echo Protocol
AppleTalk Echo Protocol is a diagnostic network service in the AppleTalk suite used to test connectivity and measure round-trip communication between AppleTalk nodes.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
AppleTalk Phase 2
AppleTalk Phase 2 is an enhanced version of Apple’s AppleTalk networking protocol that expanded addressing capabilities and improved support for larger, more complex Macintosh networks.
- 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_69cbe4f234c481909534de6fd702f4cf |
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.