Triple

T8204253
Position Surface form Disambiguated ID Type / Status
Subject Global Framework for Climate Services E191650 entity
Predicate abbreviation P43 FINISHED
Object GFCS
GFCS is an international initiative led by the World Meteorological Organization to improve the production, availability, and use of climate information and services for decision-making worldwide.
E719371 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: GFCS | Statement: [Global Framework for Climate Services, abbreviation, GFCS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GFCS
Context triple: [Global Framework for Climate Services, abbreviation, GFCS]
  • A. CGFS
    CGFS is an international central bank forum that monitors and analyzes global financial system developments to promote stability and effective policy responses.
  • B. FCSG
    FCSG is the commonly used abbreviation for FC St. Gallen, one of Switzerland’s oldest professional football clubs.
  • C. GCFC
    GCFC is the commonly used abbreviation for the Gold Coast Suns Football Club, an Australian rules football team based on the Gold Coast in Queensland.
  • D. GECF
    GECF is an international organization that brings together major natural gas exporting countries to coordinate policies and promote cooperation in the global gas market.
  • E. FGS
    FGS is a high-precision optical instrument used on space telescopes to maintain accurate pointing and stabilization during observations.
  • 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: GFCS
Triple: [Global Framework for Climate Services, abbreviation, GFCS]
Generated description
GFCS is an international initiative led by the World Meteorological Organization to improve the production, availability, and use of climate information and services for decision-making worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GFCS
Target entity description: GFCS is an international initiative led by the World Meteorological Organization to improve the production, availability, and use of climate information and services for decision-making worldwide.
  • A. CGFS
    CGFS is an international central bank forum that monitors and analyzes global financial system developments to promote stability and effective policy responses.
  • B. FCSG
    FCSG is the commonly used abbreviation for FC St. Gallen, one of Switzerland’s oldest professional football clubs.
  • C. GCFC
    GCFC is the commonly used abbreviation for the Gold Coast Suns Football Club, an Australian rules football team based on the Gold Coast in Queensland.
  • D. GECF
    GECF is an international organization that brings together major natural gas exporting countries to coordinate policies and promote cooperation in the global gas market.
  • E. FGS
    FGS is a high-precision optical instrument used on space telescopes to maintain accurate pointing and stabilization during observations.
  • 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_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_69ccedcb45d0819099c13bd455526974 completed April 1, 2026, 10:04 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.