Triple

T10330007
Position Surface form Disambiguated ID Type / Status
Subject Open Geospatial Consortium E242849 entity
Predicate standard P1587 FINISHED
Object SensorML
SensorML is an Open Geospatial Consortium standard XML-based language for describing sensors, sensor systems, and their processes to enable discovery, interoperability, and use in geospatial and sensor web applications.
 E856259 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: SensorML | Statement: [Open Geospatial Consortium, standard, SensorML]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: SensorML
Context triple: [Open Geospatial Consortium, standard, SensorML]
  • A. CityGML
    CityGML is an open data model and XML-based format for storing and exchanging 3D city and landscape models, widely used in urban planning, simulation, and geographic information systems.
  • B. GEOSS
    GEOSS is a global, coordinated system of Earth observation systems designed to provide comprehensive environmental data and information to support science-based decision-making and sustainable development.
  • C. Global Monitoring for Environment and Security
    Global Monitoring for Environment and Security was the original name of the European Union’s Copernicus Programme, a major Earth observation initiative providing environmental and security-related data from satellites and ground-based systems.
  • D. Earth observation
    Earth observation is the collection and analysis of information about Earth’s physical, chemical, and biological systems using remote sensing technologies such as satellites, aircraft, and ground-based sensors.
  • E. S-102 Bathymetric Surface product specification
    The S-102 Bathymetric Surface product specification is an IHO standard defining high-resolution gridded bathymetric data for use in modern electronic navigation and marine geospatial applications.
  • 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: SensorML
Triple: [Open Geospatial Consortium, standard, SensorML]
Generated description
SensorML is an Open Geospatial Consortium standard XML-based language for describing sensors, sensor systems, and their processes to enable discovery, interoperability, and use in geospatial and sensor web applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: SensorML
Target entity description: SensorML is an Open Geospatial Consortium standard XML-based language for describing sensors, sensor systems, and their processes to enable discovery, interoperability, and use in geospatial and sensor web applications.
  • A. CityGML
    CityGML is an open data model and XML-based format for storing and exchanging 3D city and landscape models, widely used in urban planning, simulation, and geographic information systems.
  • B. GEOSS
    GEOSS is a global, coordinated system of Earth observation systems designed to provide comprehensive environmental data and information to support science-based decision-making and sustainable development.
  • C. Global Monitoring for Environment and Security
    Global Monitoring for Environment and Security was the original name of the European Union’s Copernicus Programme, a major Earth observation initiative providing environmental and security-related data from satellites and ground-based systems.
  • D. Earth observation
    Earth observation is the collection and analysis of information about Earth’s physical, chemical, and biological systems using remote sensing technologies such as satellites, aircraft, and ground-based sensors.
  • E. S-102 Bathymetric Surface product specification
    The S-102 Bathymetric Surface product specification is an IHO standard defining high-resolution gridded bathymetric data for use in modern electronic navigation and marine geospatial applications.
  • 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_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.
Created at: April 6, 2026, 11:52 a.m.