Triple

T8204316
Position Surface form Disambiguated ID Type / Status
Subject WMO Information System E191651 entity
Predicate supportsStandard P1587 FINISHED
Object WMO metadata standards
WMO metadata standards are internationally agreed guidelines developed by the World Meteorological Organization to ensure consistent description, discovery, and exchange of meteorological and related environmental data.
E213475 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: WMO metadata standards | Statement: [WMO Information System, supportsStandard, WMO metadata standards]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: WMO metadata standards
Context triple: [WMO Information System, supportsStandard, WMO metadata standards]
  • A. WMO Information System
    The WMO Information System is the World Meteorological Organization’s global infrastructure for collecting, sharing, and distributing weather, climate, and water data among member states and users.
  • B. WMO technical regulations
    WMO technical regulations are authoritative standards and guidelines issued by the World Meteorological Organization that govern meteorological, hydrological, and related environmental practices worldwide.
  • C. National Meteorological Telecommunication Networks
    National Meteorological Telecommunication Networks are country-level systems that collect, process, and exchange meteorological data and forecasts, feeding into and operating within the World Meteorological Organization’s Global Telecommunication System.
  • D. WMO Commission for Observation, Infrastructure and Information Systems
    The WMO Commission for Observation, Infrastructure and Information Systems is a specialized body of the World Meteorological Organization responsible for overseeing and coordinating global meteorological observing, data processing, and information exchange systems.
  • E. Biodiversity Information Standards (TDWG) standards
    Biodiversity Information Standards (TDWG) standards are a set of internationally recognized technical specifications and protocols that enable consistent sharing, integration, and use of biodiversity data across institutions and platforms.
  • 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: WMO metadata standards
Triple: [WMO Information System, supportsStandard, WMO metadata standards]
Generated description
WMO metadata standards are internationally agreed guidelines developed by the World Meteorological Organization to ensure consistent description, discovery, and exchange of meteorological and related environmental data.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: WMO metadata standards
Target entity description: WMO metadata standards are internationally agreed guidelines developed by the World Meteorological Organization to ensure consistent description, discovery, and exchange of meteorological and related environmental data.
  • A. WMO Information System
    The WMO Information System is the World Meteorological Organization’s global infrastructure for collecting, sharing, and distributing weather, climate, and water data among member states and users.
  • B. WMO technical regulations chosen
    WMO technical regulations are authoritative standards and guidelines issued by the World Meteorological Organization that govern meteorological, hydrological, and related environmental practices worldwide.
  • C. National Meteorological Telecommunication Networks
    National Meteorological Telecommunication Networks are country-level systems that collect, process, and exchange meteorological data and forecasts, feeding into and operating within the World Meteorological Organization’s Global Telecommunication System.
  • D. WMO Commission for Observation, Infrastructure and Information Systems
    The WMO Commission for Observation, Infrastructure and Information Systems is a specialized body of the World Meteorological Organization responsible for overseeing and coordinating global meteorological observing, data processing, and information exchange systems.
  • E. Biodiversity Information Standards (TDWG) standards
    Biodiversity Information Standards (TDWG) standards are a set of internationally recognized technical specifications and protocols that enable consistent sharing, integration, and use of biodiversity data across institutions and platforms.
  • F. None of above.

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_69ca82c7f3e08190857bf1fc63b2a10c completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb7268e2dc8190b630ea2bb75d0474 completed March 31, 2026, 7:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccedd27bc08190a8109217069a8978 completed April 1, 2026, 10:05 a.m.
NEDg Description generation batch_69ccf1b818588190936f96d53bf08c2b completed April 1, 2026, 10:21 a.m.
NED2 Entity disambiguation (via description) batch_69cd05c2059081908bd04ee4722f9aad completed April 1, 2026, 11:47 a.m.
Created at: March 30, 2026, 5:43 p.m.