Triple
T17561135
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MapServer |
E427696
|
entity |
| Predicate | originProject |
P17523
|
FINISHED |
| Object | University of Minnesota MapServer project |
—
|
NE NERFINISHED |
How this triple was built (2 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: University of Minnesota MapServer project | Statement: [MapServer, originProject, University of Minnesota MapServer project]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Minnesota MapServer project Context triple: [MapServer, originProject, University of Minnesota MapServer project]
-
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.
MDA Geospatial Services
MDA Geospatial Services is a Canadian company specializing in satellite imagery and geospatial information solutions, providing data and analytics for applications such as environmental monitoring, defense, and resource management.
-
C.
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.
-
D.
MapServer
chosen
MapServer is an open-source platform for publishing spatial data and interactive mapping applications on the web.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d889e0385081908a04b66f4dd4bd0d |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e456267e208190a1238fbe1a535bb0 |
completed | April 19, 2026, 4:12 a.m. |
Created at: April 10, 2026, 5:50 a.m.