Triple

T18178027
Position Surface form Disambiguated ID Type / Status
Subject European Qualifications Framework E435212 entity
Predicate coordinatedBy P86 FINISHED
Object ETF
The ETF (European Training Foundation) is a European Union agency that supports education, training, and labour market reforms in partner countries to improve skills and employability.
 E1311724 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: ETF | Statement: [European Qualifications Framework, coordinatedBy, ETF]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ETF
Context triple: [European Qualifications Framework, coordinatedBy, ETF]
  • A. ETF
    The European Transport Workers’ Federation is a European trade union organization representing the interests and rights of transport workers across various sectors such as rail, road, maritime, and aviation.
  • B. ETFs
    ETFs (Exchange-Traded Funds) are investment funds that trade on stock exchanges like individual stocks, typically tracking indexes, sectors, commodities, or other assets while offering diversification and intraday liquidity.
  • C. S&P 500 ETFs
    S&P 500 ETFs are exchange-traded funds that aim to replicate the performance of the S&P 500 by holding a diversified portfolio of its constituent large-cap U.S. stocks.
  • D. L Funds
    L Funds are professionally managed lifecycle investment funds within the U.S. federal Thrift Savings Plan that automatically adjust their asset allocation over time based on a target retirement date.
  • E. ETFC
    ETFC was the stock ticker symbol for E*TRADE Financial Corporation, a major U.S. online brokerage and financial services company.
  • 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: ETF
Triple: [European Qualifications Framework, coordinatedBy, ETF]
Generated description
The ETF (European Training Foundation) is a European Union agency that supports education, training, and labour market reforms in partner countries to improve skills and employability.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ETF
Target entity description: The ETF (European Training Foundation) is a European Union agency that supports education, training, and labour market reforms in partner countries to improve skills and employability.
  • A. ETF
    The European Transport Workers’ Federation is a European trade union organization representing the interests and rights of transport workers across various sectors such as rail, road, maritime, and aviation.
  • B. ETFs
    ETFs (Exchange-Traded Funds) are investment funds that trade on stock exchanges like individual stocks, typically tracking indexes, sectors, commodities, or other assets while offering diversification and intraday liquidity.
  • C. S&P 500 ETFs
    S&P 500 ETFs are exchange-traded funds that aim to replicate the performance of the S&P 500 by holding a diversified portfolio of its constituent large-cap U.S. stocks.
  • D. L Funds
    L Funds are professionally managed lifecycle investment funds within the U.S. federal Thrift Savings Plan that automatically adjust their asset allocation over time based on a target retirement date.
  • E. ETFC
    ETFC was the stock ticker symbol for E*TRADE Financial Corporation, a major U.S. online brokerage and financial services company.
  • 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_69d8b90c7ec081909b4694ccecb449c6 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4df5b68f081908aac8210270f1499 completed April 19, 2026, 1:57 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0397fd8ab481909868d3600172b0e4 completed May 12, 2026, 9:13 p.m.
NEDg Description generation batch_6a0398fb7fb481908a32c56a798d81fd completed May 12, 2026, 9:17 p.m.
NED2 Entity disambiguation (via description) batch_6a039a2b85888190bbcae1ba9d8ba715 completed May 12, 2026, 9:22 p.m.
Created at: April 10, 2026, 10:31 a.m.