Triple
T18799338
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | xarray |
E459722
|
entity |
| Predicate | compatibleWith |
P203
|
FINISHED |
| Object |
Cartopy
Cartopy is a Python library for cartographic projections and geospatial data processing, widely used to create high-quality maps and visualizations.
|
E1342433
|
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: Cartopy | Statement: [xarray, compatibleWith, Cartopy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cartopy Context triple: [xarray, compatibleWith, Cartopy]
-
A.
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.
-
B.
Mapbox
Mapbox is a location data and mapping platform that provides customizable maps, geospatial APIs, and tools for developers to build location-based applications.
-
C.
Mercator projection
The Mercator projection is a cylindrical map projection widely used for navigation because it preserves angles and directions but greatly distorts the size of landmasses near the poles.
-
D.
MapServer
MapServer is an open-source platform for publishing spatial data and interactive mapping applications on the web.
-
E.
QGIS
QGIS is a free, open-source geographic information system application used for viewing, editing, and analyzing geospatial data across multiple platforms.
- 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: Cartopy Triple: [xarray, compatibleWith, Cartopy]
Generated description
Cartopy is a Python library for cartographic projections and geospatial data processing, widely used to create high-quality maps and visualizations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cartopy Target entity description: Cartopy is a Python library for cartographic projections and geospatial data processing, widely used to create high-quality maps and visualizations.
-
A.
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.
-
B.
Mapbox
Mapbox is a location data and mapping platform that provides customizable maps, geospatial APIs, and tools for developers to build location-based applications.
-
C.
Mercator projection
The Mercator projection is a cylindrical map projection widely used for navigation because it preserves angles and directions but greatly distorts the size of landmasses near the poles.
-
D.
MapServer
MapServer is an open-source platform for publishing spatial data and interactive mapping applications on the web.
-
E.
QGIS
QGIS is a free, open-source geographic information system application used for viewing, editing, and analyzing geospatial data across multiple platforms.
- 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_69d8d398c7d4819091cb2f7e48948aeb |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5a02273b481909bc250144a0ace32 |
completed | April 20, 2026, 3:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a054723def4819097961a04087a54a3 |
completed | May 14, 2026, 3:53 a.m. |
| NEDg | Description generation | batch_6a0549358ba081909eb649898d1b3a8a |
completed | May 14, 2026, 4:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0549c825f481909d2da63688b36186 |
completed | May 14, 2026, 4:04 a.m. |
Created at: April 10, 2026, 11:53 a.m.