Triple
T1832113
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CUPS |
E40781
|
entity |
| Predicate | maintainer |
P2962
|
FINISHED |
| Object |
OpenPrinting project
The OpenPrinting project is an open-source initiative under the Linux Foundation that develops and maintains printing standards, software, and infrastructure for Unix-like operating systems, including stewardship of CUPS.
|
E203917
|
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: OpenPrinting project | Statement: [CUPS, maintainer, OpenPrinting project]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: OpenPrinting project Context triple: [CUPS, maintainer, OpenPrinting project]
-
A.
CUPS
CUPS (Common UNIX Printing System) is an open-source modular printing system for Unix-like operating systems that manages print jobs and queues using the Internet Printing Protocol (IPP).
-
B.
Network-aware Print Manager
Network-aware Print Manager is a Windows for Workgroups utility that manages and coordinates printing tasks across networked printers and shared print resources.
-
C.
Global Print
Global Print is a Thomson Reuters business segment that provides print-based legal, tax, and professional information products and services to organizations and individuals worldwide.
-
D.
Printer Access Protocol
Printer Access Protocol is a network printing protocol used in AppleTalk environments to manage communication between computers and printers.
-
E.
HP DeskJet printers
HP DeskJet printers are a popular line of affordable inkjet printers from Hewlett-Packard designed for home and small office use.
- 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: OpenPrinting project Triple: [CUPS, maintainer, OpenPrinting project]
Generated description
The OpenPrinting project is an open-source initiative under the Linux Foundation that develops and maintains printing standards, software, and infrastructure for Unix-like operating systems, including stewardship of CUPS.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: OpenPrinting project Target entity description: The OpenPrinting project is an open-source initiative under the Linux Foundation that develops and maintains printing standards, software, and infrastructure for Unix-like operating systems, including stewardship of CUPS.
-
A.
CUPS
CUPS (Common UNIX Printing System) is an open-source modular printing system for Unix-like operating systems that manages print jobs and queues using the Internet Printing Protocol (IPP).
-
B.
Network-aware Print Manager
Network-aware Print Manager is a Windows for Workgroups utility that manages and coordinates printing tasks across networked printers and shared print resources.
-
C.
Global Print
Global Print is a Thomson Reuters business segment that provides print-based legal, tax, and professional information products and services to organizations and individuals worldwide.
-
D.
Printer Access Protocol
Printer Access Protocol is a network printing protocol used in AppleTalk environments to manage communication between computers and printers.
-
E.
HP DeskJet printers
HP DeskJet printers are a popular line of affordable inkjet printers from Hewlett-Packard designed for home and small office use.
- 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_69a8864644bc8190b2358ab897194ac1 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb024287c8190b68aa070e556a381 |
completed | March 7, 2026, 4:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adbf6f212c8190b0d182f8486d9e47 |
completed | March 8, 2026, 6:26 p.m. |
| NEDg | Description generation | batch_69adc080abb88190883c35943dc7cb10 |
completed | March 8, 2026, 6:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adc13330888190a2b99c6fcbb97d49 |
completed | March 8, 2026, 6:34 p.m. |
Created at: March 4, 2026, 7:32 p.m.