Triple
T10330133
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | WMS |
E242851
|
entity |
| Predicate | typicalServerImplementation |
P74636
|
FINISHED |
| Object |
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.
|
E856269
|
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: ArcGIS Server | Statement: [WMS, typicalServerImplementation, ArcGIS Server]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ArcGIS Server Context triple: [WMS, typicalServerImplementation, ArcGIS 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.
Esri station
Esri station is a commuter rail stop on the Arrow (San Bernardino–Redlands) line in Redlands, California, serving the nearby Esri corporate campus and surrounding area.
-
C.
GIS
The Egyptian General Intelligence Service (GIS) is Egypt’s primary intelligence agency responsible for foreign intelligence gathering, national security, and covert operations.
-
D.
GIS
GIS (Gruppo di Intervento Speciale) is an elite special operations unit of the Italian Carabinieri focused on counter-terrorism, hostage rescue, and high-risk law enforcement missions.
-
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: ArcGIS Server Triple: [WMS, typicalServerImplementation, ArcGIS Server]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ArcGIS Server Target entity description: 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.
-
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.
Esri station
Esri station is a commuter rail stop on the Arrow (San Bernardino–Redlands) line in Redlands, California, serving the nearby Esri corporate campus and surrounding area.
-
C.
GIS
The Egyptian General Intelligence Service (GIS) is Egypt’s primary intelligence agency responsible for foreign intelligence gathering, national security, and covert operations.
-
D.
GIS
GIS (Gruppo di Intervento Speciale) is an elite special operations unit of the Italian Carabinieri focused on counter-terrorism, hostage rescue, and high-risk law enforcement missions.
-
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_69d381af787481908bc401325c760a88 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4dfc1b0488190ac04da58a4987da0 |
completed | April 7, 2026, 10:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d71dbc7df48190b8a11a92f946fd30 |
completed | April 9, 2026, 3:32 a.m. |
| NEDg | Description generation | batch_69d73189d7cc8190b81bb30994b3900f |
completed | April 9, 2026, 4:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d7329891688190b5c1ec5906728f01 |
completed | April 9, 2026, 5:01 a.m. |
Created at: April 6, 2026, 11:52 a.m.