Triple

T13822097
Position Surface form Disambiguated ID Type / Status
Subject LIFE programme E332161 entity
Predicate predecessor P97 FINISHED
Object MEDSPA programme
The MEDSPA programme was a European Union environmental funding initiative focused on protecting the Mediterranean region, which later evolved into the broader LIFE programme.
E1063658 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: MEDSPA programme | Statement: [LIFE programme, predecessor, MEDSPA programme]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MEDSPA programme
Context triple: [LIFE programme, predecessor, MEDSPA programme]
  • A. MSPA
    MSPA is the commonly used acronym for the Migrant and Seasonal Agricultural Worker Protection Act, a U.S. federal law that sets labor standards and protections for migrant and seasonal farmworkers.
  • B. MLSPA
    MLSPA is the labor union that represents professional soccer players in Major League Soccer in collective bargaining and workplace matters.
  • C. COSME programme
    The COSME programme is an EU funding initiative aimed at strengthening the competitiveness, growth, and sustainability of small and medium-sized enterprises across Europe.
  • D. MPEA
    MPEA is the commonly used abbreviation for the Metropolitan Pier and Exposition Authority, the public agency that owns and operates Chicago’s McCormick Place convention center and Navy Pier.
  • E. MSCA
    MSCA (Marie Skłodowska-Curie Actions) is a major European Union funding program that supports researcher mobility, training, and career development across all disciplines.
  • 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: MEDSPA programme
Triple: [LIFE programme, predecessor, MEDSPA programme]
Generated description
The MEDSPA programme was a European Union environmental funding initiative focused on protecting the Mediterranean region, which later evolved into the broader LIFE programme.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MEDSPA programme
Target entity description: The MEDSPA programme was a European Union environmental funding initiative focused on protecting the Mediterranean region, which later evolved into the broader LIFE programme.
  • A. MSPA
    MSPA is the commonly used acronym for the Migrant and Seasonal Agricultural Worker Protection Act, a U.S. federal law that sets labor standards and protections for migrant and seasonal farmworkers.
  • B. MLSPA
    MLSPA is the labor union that represents professional soccer players in Major League Soccer in collective bargaining and workplace matters.
  • C. COSME programme
    The COSME programme is an EU funding initiative aimed at strengthening the competitiveness, growth, and sustainability of small and medium-sized enterprises across Europe.
  • D. MPEA
    MPEA is the commonly used abbreviation for the Metropolitan Pier and Exposition Authority, the public agency that owns and operates Chicago’s McCormick Place convention center and Navy Pier.
  • E. MSCA
    MSCA (Marie Skłodowska-Curie Actions) is a major European Union funding program that supports researcher mobility, training, and career development across all disciplines.
  • 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_69d81c5ae7c88190b0dd41bdafeb5999 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0284428081908043c55caeefb833 completed April 14, 2026, 9:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b8e60e1c81908d51d723e85e0541 completed May 3, 2026, 9:06 p.m.
NEDg Description generation batch_69f7b9d81f488190875e9b3f885556ab completed May 3, 2026, 9:10 p.m.
NED2 Entity disambiguation (via description) batch_69f7ba99ad9c8190906b6b63cf27a446 completed May 3, 2026, 9:14 p.m.
Created at: April 9, 2026, 10:12 p.m.