Triple

T15373338
Position Surface form Disambiguated ID Type / Status
Subject Ministry of Economic Affairs and Employment of Finland E367603 entity
Predicate shortName P43 FINISHED
Object TEM
TEM is the commonly used abbreviation for Finland’s Ministry of Economic Affairs and Employment, the government body responsible for economic policy, labor, and industrial development.
 E1152528 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: TEM | Statement: [Ministry of Economic Affairs and Employment of Finland, shortName, TEM]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: TEM
Context triple: [Ministry of Economic Affairs and Employment of Finland, shortName, TEM]
  • A. TEM
    TEM is the IATA airport code for Temora Airport, a regional airfield serving the town of Temora in New South Wales, Australia.
  • B. Lorentz transmission electron microscopy
    Lorentz transmission electron microscopy is a specialized TEM technique used to visualize magnetic domain structures and domain walls in materials at high spatial resolution.
  • C. scanning tunneling microscope
    A scanning tunneling microscope is a powerful instrument that images surfaces at the atomic scale by measuring quantum tunneling currents between a sharp conductive tip and a sample.
  • D. AFM
    AFM is the Dutch Authority for the Financial Markets, the national regulator overseeing fair and transparent operation of financial markets in the Netherlands.
  • E. TEE
    TEE is the national professional and technical organization representing engineers and overseeing engineering standards and practice in Greece.
  • 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: TEM
Triple: [Ministry of Economic Affairs and Employment of Finland, shortName, TEM]
Generated description
TEM is the commonly used abbreviation for Finland’s Ministry of Economic Affairs and Employment, the government body responsible for economic policy, labor, and industrial development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: TEM
Target entity description: TEM is the commonly used abbreviation for Finland’s Ministry of Economic Affairs and Employment, the government body responsible for economic policy, labor, and industrial development.
  • A. TEM
    TEM is the IATA airport code for Temora Airport, a regional airfield serving the town of Temora in New South Wales, Australia.
  • B. Lorentz transmission electron microscopy
    Lorentz transmission electron microscopy is a specialized TEM technique used to visualize magnetic domain structures and domain walls in materials at high spatial resolution.
  • C. scanning tunneling microscope
    A scanning tunneling microscope is a powerful instrument that images surfaces at the atomic scale by measuring quantum tunneling currents between a sharp conductive tip and a sample.
  • D. AFM
    AFM is the Dutch Authority for the Financial Markets, the national regulator overseeing fair and transparent operation of financial markets in the Netherlands.
  • E. TEE
    TEE is the national professional and technical organization representing engineers and overseeing engineering standards and practice in Greece.
  • 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_69d85a1483788190ad93c2748e8af34b completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e5d6f808190b0a4cdb35dc89e69 completed April 16, 2026, 1:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff0b528f408190b66d3d6e10e90a43 completed May 9, 2026, 10:24 a.m.
NEDg Description generation batch_69ff0bc7dfe48190a05c2b826c7fd35c completed May 9, 2026, 10:26 a.m.
NED2 Entity disambiguation (via description) batch_69ff0c51c6c081908943ddb409655ed6 completed May 9, 2026, 10:28 a.m.
Created at: April 10, 2026, 3:18 a.m.