Triple

T10330135
Position Surface form Disambiguated ID Type / Status
Subject WMS E242851 entity
Predicate typicalClientImplementation P8616 FINISHED
Object Leaflet
Leaflet is a popular open-source JavaScript library for building interactive, mobile-friendly web maps.
E856271 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: Leaflet | Statement: [WMS, typicalClientImplementation, Leaflet]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leaflet
Context triple: [WMS, typicalClientImplementation, Leaflet]
  • A. Oracle Maps JavaScript API
    Oracle Maps JavaScript API is a web mapping library from Oracle that lets developers embed interactive, data-driven maps and spatial visualizations into browser-based applications using Oracle spatial technologies.
  • B. MapServer
    MapServer is an open-source platform for publishing spatial data and interactive mapping applications on the web.
  • C. MapKit
    MapKit is an Apple framework that enables developers to embed interactive maps and location-based features into their iOS, macOS, watchOS, and tvOS applications.
  • D. 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.
  • E. MapInfo Professional
    MapInfo Professional is a desktop geographic information system (GIS) software application used for mapping, spatial analysis, and visualization of geographic data.
  • 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: Leaflet
Triple: [WMS, typicalClientImplementation, Leaflet]
Generated description
Leaflet is a popular open-source JavaScript library for building interactive, mobile-friendly web maps.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Leaflet
Target entity description: Leaflet is a popular open-source JavaScript library for building interactive, mobile-friendly web maps.
  • A. Oracle Maps JavaScript API
    Oracle Maps JavaScript API is a web mapping library from Oracle that lets developers embed interactive, data-driven maps and spatial visualizations into browser-based applications using Oracle spatial technologies.
  • B. MapServer
    MapServer is an open-source platform for publishing spatial data and interactive mapping applications on the web.
  • C. MapKit
    MapKit is an Apple framework that enables developers to embed interactive maps and location-based features into their iOS, macOS, watchOS, and tvOS applications.
  • D. 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.
  • E. MapInfo Professional
    MapInfo Professional is a desktop geographic information system (GIS) software application used for mapping, spatial analysis, and visualization of geographic data.
  • 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.