Triple

T8541271
Position Surface form Disambiguated ID Type / Status
Subject World Federation of Exchanges E202200 entity
Predicate abbreviation P43 FINISHED
Object WFE
WFE is a global industry association that represents and promotes the interests, standards, and development of regulated exchanges and clearing houses worldwide.
 E741140 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: WFE | Statement: [World Federation of Exchanges, abbreviation, WFE]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: WFE
Context triple: [World Federation of Exchanges, abbreviation, WFE]
  • A. FWE
    FWE is the station code for RAF Fowlmere, a former Royal Air Force airfield in Cambridgeshire, England that was active during both World Wars.
  • B. WFC
    WFC is the stock ticker symbol for Wells Fargo & Company, a major American multinational financial services and banking institution.
  • C. WBF
    WBF is the German abbreviation for Switzerland’s Federal Department of Economic Affairs, Education and Research, the federal ministry responsible for national economic policy, education, research, and innovation.
  • D. WFF
    WFF is the National Rail station code for Whifflet railway station in North Lanarkshire, Scotland.
  • E. WFF
    WFF is a NASA rocket launch and research facility located on Wallops Island, Virginia, supporting suborbital and orbital missions.
  • 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: WFE
Triple: [World Federation of Exchanges, abbreviation, WFE]
Generated description
WFE is a global industry association that represents and promotes the interests, standards, and development of regulated exchanges and clearing houses worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: WFE
Target entity description: WFE is a global industry association that represents and promotes the interests, standards, and development of regulated exchanges and clearing houses worldwide.
  • A. FWE
    FWE is the station code for RAF Fowlmere, a former Royal Air Force airfield in Cambridgeshire, England that was active during both World Wars.
  • B. WFC
    WFC is the stock ticker symbol for Wells Fargo & Company, a major American multinational financial services and banking institution.
  • C. WBF
    WBF is the German abbreviation for Switzerland’s Federal Department of Economic Affairs, Education and Research, the federal ministry responsible for national economic policy, education, research, and innovation.
  • D. WFF
    WFF is the National Rail station code for Whifflet railway station in North Lanarkshire, Scotland.
  • E. WFF
    WFF is a NASA rocket launch and research facility located on Wallops Island, Virginia, supporting suborbital and orbital missions.
  • 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_69ca832461e88190a654c5e44e233aa8 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe6e10bc081909a7210c577b807fb completed March 31, 2026, 3:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce6da3d65c819087ed6b46dfc35885 completed April 2, 2026, 1:22 p.m.
NEDg Description generation batch_69ce6ec3b080819082d64646d453541d completed April 2, 2026, 1:27 p.m.
NED2 Entity disambiguation (via description) batch_69ce6fe928d48190824e7a94fea5cfc0 completed April 2, 2026, 1:32 p.m.
Created at: March 30, 2026, 6:18 p.m.