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.