Triple
T8520786
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | AppleTalk Data Stream Protocol |
E201687
|
entity |
| Predicate | requires |
P100
|
FINISHED |
| Object |
AppleTalk addressing
AppleTalk addressing is the network-layer scheme used in Apple’s legacy AppleTalk protocol suite to uniquely identify devices and services on an AppleTalk network.
|
E743066
|
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 addressing | Statement: [AppleTalk Data Stream Protocol, requires, AppleTalk addressing]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: AppleTalk addressing Context triple: [AppleTalk Data Stream Protocol, requires, AppleTalk addressing]
-
A.
AppleTalk Address Resolution Protocol
AppleTalk Address Resolution Protocol (AARP) is a network protocol used in Apple’s AppleTalk suite to map AppleTalk network addresses to physical hardware (MAC) addresses on local area networks.
-
B.
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.
-
C.
Inside AppleTalk (Apple technical reference)
Inside AppleTalk (Apple technical reference) is a technical book that provides an in-depth explanation of Apple’s AppleTalk networking architecture and protocols for developers and system integrators.
-
D.
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.
-
E.
AppleTalk Transaction Protocol
AppleTalk Transaction Protocol is a lightweight, request–response networking protocol in the AppleTalk suite designed for simple, reliable transactions such as file and print services.
- 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 addressing Triple: [AppleTalk Data Stream Protocol, requires, AppleTalk addressing]
Generated description
AppleTalk addressing is the network-layer scheme used in Apple’s legacy AppleTalk protocol suite to uniquely identify devices and services on an AppleTalk network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: AppleTalk addressing Target entity description: AppleTalk addressing is the network-layer scheme used in Apple’s legacy AppleTalk protocol suite to uniquely identify devices and services on an AppleTalk network.
-
A.
AppleTalk Address Resolution Protocol
AppleTalk Address Resolution Protocol (AARP) is a network protocol used in Apple’s AppleTalk suite to map AppleTalk network addresses to physical hardware (MAC) addresses on local area networks.
-
B.
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.
-
C.
Inside AppleTalk (Apple technical reference)
Inside AppleTalk (Apple technical reference) is a technical book that provides an in-depth explanation of Apple’s AppleTalk networking architecture and protocols for developers and system integrators.
-
D.
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.
-
E.
AppleTalk Transaction Protocol
AppleTalk Transaction Protocol is a lightweight, request–response networking protocol in the AppleTalk suite designed for simple, reliable transactions such as file and print services.
- 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_69ca8321bb44819081b74df0b710276d |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe628f8c48190a35201f9fde605cc |
completed | March 31, 2026, 3:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce88f750cc819093c8902b2c285153 |
completed | April 2, 2026, 3:19 p.m. |
| NEDg | Description generation | batch_69ce8b8a9cb08190b1860d8174a4400f |
completed | April 2, 2026, 3:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce8c03480081909120e2f790fe4394 |
completed | April 2, 2026, 3:32 p.m. |
Created at: March 30, 2026, 6:16 p.m.