Triple
T10330134
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | WMS |
E242851
|
entity |
| Predicate | typicalClientImplementation |
P8616
|
FINISHED |
| Object |
OpenLayers
OpenLayers is an open-source JavaScript library for displaying and interacting with dynamic maps and geospatial data in web browsers.
|
E856270
|
NE FINISHED |
How this triple was built (5 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: OpenLayers | Statement: [WMS, typicalClientImplementation, OpenLayers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: OpenLayers Context triple: [WMS, typicalClientImplementation, OpenLayers]
-
A.
OS Explorer OL3
OS Explorer OL3 is a detailed Ordnance Survey outdoor leisure map covering the Cairngorms area, designed for walkers, climbers, and other outdoor enthusiasts.
-
B.
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.
-
C.
MapServer
MapServer is an open-source platform for publishing spatial data and interactive mapping applications on the web.
-
D.
OGC
OGC is the abbreviation for NASA’s Office of the General Counsel, the agency’s chief legal office responsible for providing legal advice and services.
-
E.
OGC
OGC is the Office of General Counsel within the Office of Justice Programs, providing legal advice and services on justice-related programs and policies.
- 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: OpenLayers Triple: [WMS, typicalClientImplementation, OpenLayers]
Generated description
OpenLayers is an open-source JavaScript library for displaying and interacting with dynamic maps and geospatial data in web browsers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: OpenLayers Target entity description: OpenLayers is an open-source JavaScript library for displaying and interacting with dynamic maps and geospatial data in web browsers.
-
A.
OS Explorer OL3
OS Explorer OL3 is a detailed Ordnance Survey outdoor leisure map covering the Cairngorms area, designed for walkers, climbers, and other outdoor enthusiasts.
-
B.
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.
-
C.
MapServer
MapServer is an open-source platform for publishing spatial data and interactive mapping applications on the web.
-
D.
OGC
OGC is the abbreviation for NASA’s Office of the General Counsel, the agency’s chief legal office responsible for providing legal advice and services.
-
E.
OGC
OGC is the Office of General Counsel within the Office of Justice Programs, providing legal advice and services on justice-related programs and policies.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: typicalClientImplementation Context triple: [WMS, typicalClientImplementation, OpenLayers]
-
A.
exampleImplementation
Indicates that one entity serves as a concrete, illustrative implementation or instance of another, more general concept, design, or specification.
-
B.
mainImplementer
Indicates that an entity is the primary party responsible for carrying out, developing, or executing a specified action, project, or implementation.
-
C.
clientOf
Indicates that one entity receives services or conducts business from another entity in a client–provider relationship.
-
D.
typicalInitialization
Indicates the standard or commonly used way an entity is initially set up, configured, or brought into a valid starting state.
-
E.
clientFor
chosen
Indicates that one entity acts as a client that uses the services, resources, or interface provided by another entity.
- F. None of above.
Provenance (6 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_69d4d7fb77348190ac8ff887f6f03450 |
completed | April 7, 2026, 10:10 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. |
| PD | Predicate disambiguation | batch_69d4d1f760e88190abea6dcc4f04f2c1 |
completed | April 7, 2026, 9:44 a.m. |
Created at: April 6, 2026, 11:52 a.m.