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.