Triple
T9177407
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Open Transport |
E220235
|
entity |
| Predicate | replaced |
P101
|
FINISHED |
| Object |
MacTCP
MacTCP was Apple’s early TCP/IP networking software stack for classic Mac OS systems prior to the adoption of Open Transport.
|
E782140
|
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: MacTCP | Statement: [Open Transport, replaced, MacTCP]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MacTCP Context triple: [Open Transport, replaced, MacTCP]
-
A.
AppleTalk network stack
The AppleTalk network stack was Apple’s proprietary suite of networking protocols that enabled easy, plug-and-play communication and resource sharing between Macintosh computers and peripherals.
-
B.
AppleTalk DDP
AppleTalk DDP (Datagram Delivery Protocol) is the network layer protocol of the classic AppleTalk architecture, responsible for addressing and routing datagram packets between Apple devices.
-
C.
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.
-
D.
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.
-
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: MacTCP Triple: [Open Transport, replaced, MacTCP]
Generated description
MacTCP was Apple’s early TCP/IP networking software stack for classic Mac OS systems prior to the adoption of Open Transport.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MacTCP Target entity description: MacTCP was Apple’s early TCP/IP networking software stack for classic Mac OS systems prior to the adoption of Open Transport.
-
A.
AppleTalk network stack
The AppleTalk network stack was Apple’s proprietary suite of networking protocols that enabled easy, plug-and-play communication and resource sharing between Macintosh computers and peripherals.
-
B.
AppleTalk DDP
AppleTalk DDP (Datagram Delivery Protocol) is the network layer protocol of the classic AppleTalk architecture, responsible for addressing and routing datagram packets between Apple devices.
-
C.
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.
-
D.
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.
-
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_69ca83e589948190ac9907819db11ddf |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccbfa60c3c8190b6335b9067de5b72 |
completed | April 1, 2026, 6:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d054ae9a708190b26c2f2c7ebb59c9 |
completed | April 4, 2026, midnight |
| NEDg | Description generation | batch_69d05571243c8190bd7fcc6e675b3500 |
completed | April 4, 2026, 12:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0564391cc81909c0cea2d49c38fb4 |
completed | April 4, 2026, 12:07 a.m. |
Created at: March 30, 2026, 7:23 p.m.