Triple

T2799971
Position Surface form Disambiguated ID Type / Status
Subject Technology Academy Finland E53129 entity
Predicate abbreviation P43 FINISHED
Object TAF
TAF is the acronym for Technology Academy Finland, an independent foundation best known for awarding the international Millennium Technology Prize and promoting innovations that improve quality of life.
E299916 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: TAF | Statement: [Technology Academy Finland, abbreviation, TAF]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: TAF
Context triple: [Technology Academy Finland, abbreviation, TAF]
  • A. ATC
    ATC (Anatomical Therapeutic Chemical Classification System) is a widely used international system for classifying drugs according to the organ or system they act on and their therapeutic, pharmacological, and chemical properties.
  • B. TAP
    TAP is the ICAO airline designator for TAP Air Portugal, the flag carrier airline of Portugal.
  • C. TPA
    TPA is an abbreviation commonly used for a Tri-Party Agreement, a legal contract involving three separate parties that defines their respective rights and obligations.
  • D. TPA
    TPA is the three-letter IATA airport code for Tampa International Airport, a major commercial airport serving the Tampa Bay area in Florida, USA.
  • E. Aviation Weather Center
    The Aviation Weather Center is a U.S. government facility that provides specialized weather forecasts and warnings to support the safety and efficiency of aviation operations domestically and worldwide.
  • 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: TAF
Triple: [Technology Academy Finland, abbreviation, TAF]
Generated description
TAF is the acronym for Technology Academy Finland, an independent foundation best known for awarding the international Millennium Technology Prize and promoting innovations that improve quality of life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: TAF
Target entity description: TAF is the acronym for Technology Academy Finland, an independent foundation best known for awarding the international Millennium Technology Prize and promoting innovations that improve quality of life.
  • A. ATC
    ATC (Anatomical Therapeutic Chemical Classification System) is a widely used international system for classifying drugs according to the organ or system they act on and their therapeutic, pharmacological, and chemical properties.
  • B. TAP
    TAP is the ICAO airline designator for TAP Air Portugal, the flag carrier airline of Portugal.
  • C. TPA
    TPA is the three-letter IATA airport code for Tampa International Airport, a major commercial airport serving the Tampa Bay area in Florida, USA.
  • D. TPA
    TPA is an abbreviation commonly used for a Tri-Party Agreement, a legal contract involving three separate parties that defines their respective rights and obligations.
  • E. Aviation Weather Center
    The Aviation Weather Center is a U.S. government facility that provides specialized weather forecasts and warnings to support the safety and efficiency of aviation operations domestically and worldwide.
  • 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_69ab495a90788190941b6917e1eca3a6 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abddf4ca9c8190a4adfd1c1373af41 completed March 7, 2026, 8:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc66ad9cc81908af6d3816a840c75 completed March 10, 2026, 7:21 a.m.
NEDg Description generation batch_69afc80ba2148190ae0c1f6425d52dfd completed March 10, 2026, 7:28 a.m.
NED2 Entity disambiguation (via description) batch_69afc97fc45481908aa72ac8607c34ac completed March 10, 2026, 7:34 a.m.
Created at: March 6, 2026, 9:58 p.m.