Triple

T7733680
Position Surface form Disambiguated ID Type / Status
Subject Cecilia Malmström E175326 entity
Predicate familyName P18 FINISHED
Object Malmström
Malmström is a Swedish surname most prominently associated with politician Cecilia Malmström, a former European Commissioner for Trade.
E684962 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: Malmström | Statement: [Cecilia Malmström, familyName, Malmström]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Malmström
Context triple: [Cecilia Malmström, familyName, Malmström]
  • A. Hofors
    Hofors is a small industrial town in central Sweden known historically for its steel and metalworking industries.
  • B. Olofström
    Olofström is a small industrial town in southern Sweden known for its automotive manufacturing, particularly its long association with Volvo.
  • C. Rehnskiöld
    Rehnskiöld is a Swedish noble family name most notably borne by Carl Gustav Rehnskiöld, a prominent general of the Swedish Empire during the Great Northern War.
  • D. Palmström
    Palmström is a whimsical, absurdist poetic character created by German writer Christian Morgenstern, featured in a series of humorous and satirical poems.
  • E. Blomstedt
    Blomstedt is a surname most prominently associated with Herbert Blomstedt, a renowned Swedish conductor known for his interpretations of the classical and romantic repertoire.
  • 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: Malmström
Triple: [Cecilia Malmström, familyName, Malmström]
Generated description
Malmström is a Swedish surname most prominently associated with politician Cecilia Malmström, a former European Commissioner for Trade.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Malmström
Target entity description: Malmström is a Swedish surname most prominently associated with politician Cecilia Malmström, a former European Commissioner for Trade.
  • A. Hofors
    Hofors is a small industrial town in central Sweden known historically for its steel and metalworking industries.
  • B. Olofström
    Olofström is a small industrial town in southern Sweden known for its automotive manufacturing, particularly its long association with Volvo.
  • C. Rehnskiöld
    Rehnskiöld is a Swedish noble family name most notably borne by Carl Gustav Rehnskiöld, a prominent general of the Swedish Empire during the Great Northern War.
  • D. Palmström
    Palmström is a whimsical, absurdist poetic character created by German writer Christian Morgenstern, featured in a series of humorous and satirical poems.
  • E. Blomstedt
    Blomstedt is a surname most prominently associated with Herbert Blomstedt, a renowned Swedish conductor known for his interpretations of the classical and romantic repertoire.
  • 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_69c6995e912c81909a49a2657103f786 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c70339c4b481909a56ae13f501e794 completed March 27, 2026, 10:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8b534b6588190885db4632b97775f completed March 29, 2026, 5:14 a.m.
NEDg Description generation batch_69c8b6b440dc81908c4989ed86554ddf completed March 29, 2026, 5:20 a.m.
NED2 Entity disambiguation (via description) batch_69c8b77fbd448190a7d96aada94e818d completed March 29, 2026, 5:24 a.m.
Created at: March 27, 2026, 4:06 p.m.