Triple
T11060101
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | QGIS |
E261485
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
QGIS Server
QGIS Server is a server-side application that renders and serves maps and geospatial data over the web using QGIS project files and styling.
|
E902849
|
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: QGIS Server | Statement: [QGIS, hasComponent, QGIS Server]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: QGIS Server Context triple: [QGIS, hasComponent, QGIS Server]
-
A.
GeoServer
GeoServer is an open-source server application that allows users to share, process, and edit geospatial data using open standards such as WMS, WFS, and WCS.
-
B.
QGIS
QGIS is a free, open-source geographic information system application used for viewing, editing, and analyzing geospatial data across multiple platforms.
-
C.
ArcGIS Server
ArcGIS Server is an enterprise GIS platform by Esri that publishes, manages, and serves spatial data and map services over the web for use in applications and workflows.
-
D.
Mapnik
Mapnik is an open-source toolkit for rendering high-quality maps, widely used as the core map drawing engine behind OpenStreetMap and other mapping applications.
-
E.
MapServer
MapServer is an open-source platform for publishing spatial data and interactive mapping applications on the web.
- 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: QGIS Server Triple: [QGIS, hasComponent, QGIS Server]
Generated description
QGIS Server is a server-side application that renders and serves maps and geospatial data over the web using QGIS project files and styling.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: QGIS Server Target entity description: QGIS Server is a server-side application that renders and serves maps and geospatial data over the web using QGIS project files and styling.
-
A.
GeoServer
GeoServer is an open-source server application that allows users to share, process, and edit geospatial data using open standards such as WMS, WFS, and WCS.
-
B.
QGIS
QGIS is a free, open-source geographic information system application used for viewing, editing, and analyzing geospatial data across multiple platforms.
-
C.
ArcGIS Server
ArcGIS Server is an enterprise GIS platform by Esri that publishes, manages, and serves spatial data and map services over the web for use in applications and workflows.
-
D.
Mapnik
Mapnik is an open-source toolkit for rendering high-quality maps, widely used as the core map drawing engine behind OpenStreetMap and other mapping applications.
-
E.
MapServer
MapServer is an open-source platform for publishing spatial data and interactive mapping applications on the web.
- 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_69d6aa98650481908609c7c56bfa7902 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d798e991848190b07c2f48dae38681 |
completed | April 9, 2026, 12:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3c87ab0308190a6a6ada1708f0ec2 |
completed | April 18, 2026, 6:07 p.m. |
| NEDg | Description generation | batch_69e3cefc00148190a1850dc6e31523c3 |
completed | April 18, 2026, 6:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3d014a644819092c76aa02b573ca9 |
completed | April 18, 2026, 6:40 p.m. |
Created at: April 8, 2026, 9:26 p.m.