Triple

T10479724
Position Surface form Disambiguated ID Type / Status
Subject Global Environment Facility E247138 entity
Predicate abbreviation P43 FINISHED
Object GEF
GEF is an international partnership and financial mechanism that provides funding and support for projects addressing global environmental issues such as biodiversity loss, climate change, and pollution.
 E865925 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: GEF | Statement: [Global Environment Facility, abbreviation, GEF]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: GEF
Context triple: [Global Environment Facility, abbreviation, GEF]
  • A. 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.
  • B. GEG
    GEG is the three-letter IATA airport code for Spokane International Airport in Spokane, Washington.
  • C. EGFF
    EGFF is the ICAO airport code for Cardiff Airport, the main international airport serving Cardiff and South Wales.
  • D. GUF
    GUF is the three-letter ISO 3166-1 alpha-3 country code assigned to French Guiana.
  • E. GFA
    GFA is the ICAO airline designator used for Gulf Air, the national carrier of Bahrain.
  • 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: GEF
Triple: [Global Environment Facility, abbreviation, GEF]
Generated description
GEF is an international partnership and financial mechanism that provides funding and support for projects addressing global environmental issues such as biodiversity loss, climate change, and pollution.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: GEF
Target entity description: GEF is an international partnership and financial mechanism that provides funding and support for projects addressing global environmental issues such as biodiversity loss, climate change, and pollution.
  • A. 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.
  • B. GEG
    GEG is the three-letter IATA airport code for Spokane International Airport in Spokane, Washington.
  • C. EGFF
    EGFF is the ICAO airport code for Cardiff Airport, the main international airport serving Cardiff and South Wales.
  • D. GUF
    GUF is the three-letter ISO 3166-1 alpha-3 country code assigned to French Guiana.
  • E. GFA
    GFA is the ICAO airline designator used for Gulf Air, the national carrier of Bahrain.
  • 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_69d381c16c248190a2fe5b471e584e9c completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d5095b2ec881909e1220d83e750a75 completed April 7, 2026, 1:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69d8a02aa2748190902f5c08afd7dda9 completed April 10, 2026, 7 a.m.
NEDg Description generation batch_69d8a2f4bbec8190a5c508c6431d71b2 completed April 10, 2026, 7:12 a.m.
NED2 Entity disambiguation (via description) batch_69d8aff34c7081909c3504e00f56d9ec completed April 10, 2026, 8:08 a.m.
Created at: April 6, 2026, 12:22 p.m.