Triple
T1773971
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | AppleTalk |
E38936
|
entity |
| Predicate | transportLayerProtocol |
P10597
|
FINISHED |
| Object | AppleTalk Transaction Protocol |
E38936
|
NE FINISHED |
How this triple was built (3 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 Transaction Protocol | Statement: [AppleTalk, transportLayerProtocol, AppleTalk Transaction Protocol]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: AppleTalk Transaction Protocol Context triple: [AppleTalk, transportLayerProtocol, AppleTalk Transaction Protocol]
-
A.
AppleTalk
chosen
AppleTalk was Apple’s proprietary suite of networking protocols that enabled file and printer sharing and other communication services between Macintosh computers and devices.
-
B.
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.
-
C.
Macintosh Toolbox
The Macintosh Toolbox was the core collection of system software routines and services that provided the graphical user interface, event handling, and application support framework for the classic Mac OS.
-
D.
NeXTSTEP
NeXTSTEP was an advanced Unix-based operating system and development environment created by NeXT Inc., notable for its object-oriented frameworks and influential role in the later development of macOS and iOS.
-
E.
NeXTstation
NeXTstation was a line of high-end workstation computers introduced in 1990 by Steve Jobs’s company NeXT, known for their advanced NeXTSTEP operating system and influence on later Apple technologies.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: transportLayerProtocol Context triple: [AppleTalk, transportLayerProtocol, AppleTalk Transaction Protocol]
-
A.
transportProtocol
Indicates the communication protocol used to transport data between entities in a networked interaction.
-
B.
transportLayerFor
chosen
Indicates that one entity functions as the transport-layer protocol or mechanism used to carry or deliver another entity’s data.
-
C.
protocolLayer
Indicates a relationship where a communication protocol operates at, or is associated with, a specific layer in a protocol stack or network architecture.
-
D.
applicationLayerProtocol
Indicates that one entity uses, implements, or is associated with a specific application-layer communication protocol in a networked interaction.
-
E.
protocolNumber
Indicates the specific identifying number assigned to a protocol that governs or documents an interaction, process, or agreement between entities.
- F. None of above.
Provenance (4 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_69a8862e61708190af97b9838cc3f5de |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69ab17e368048190b7b73d156400f772 |
completed | March 6, 2026, 6:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ada9982d208190b0c29ee1141e91b0 |
completed | March 8, 2026, 4:53 p.m. |
| PD | Predicate disambiguation | batch_69aa61cd4c1c8190a8dff391f5642bfe |
completed | March 6, 2026, 5:10 a.m. |
Created at: March 4, 2026, 7:31 p.m.