Triple

T21239650
Position Surface form Disambiguated ID Type / Status
Subject Peter Wallenberg Sr. E523436 entity
Predicate affiliatedWith P254 FINISHED
Object Wallenberg foundations
The Wallenberg foundations are a group of Swedish philanthropic foundations that fund research, education, and culture, closely linked to the influential Wallenberg family.
E1473179 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: Wallenberg foundations | Statement: [Peter Wallenberg Sr., affiliatedWith, Wallenberg foundations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wallenberg foundations
Context triple: [Peter Wallenberg Sr., affiliatedWith, Wallenberg foundations]
  • A. Knut and Alice Wallenberg Foundation
    The Knut and Alice Wallenberg Foundation is one of Sweden’s largest private research-funding foundations, supporting long-term excellence in science, technology, and education.
  • B. Marianne and Marcus Wallenberg Foundation
    Marianne and Marcus Wallenberg Foundation is a major Swedish philanthropic foundation that primarily supports research and education, particularly in the fields of technology, economics, and law.
  • C. Marcus and Amalia Wallenberg Foundation
    The Marcus and Amalia Wallenberg Foundation is a major Swedish private foundation that funds research and education, particularly in the humanities and social sciences, and is part of the philanthropic network associated with the Wallenberg family.
  • D. Johan Skytte Foundation
    The Johan Skytte Foundation is an academic institution that supports and promotes excellence in political science, most prominently through sponsoring the prestigious Johan Skytte Prize.
  • E. Torsten Söderberg Foundation
    The Torsten Söderberg Foundation is a Swedish philanthropic organization that supports research and education, particularly in medicine, economics, and law.
  • 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: Wallenberg foundations
Triple: [Peter Wallenberg Sr., affiliatedWith, Wallenberg foundations]
Generated description
The Wallenberg foundations are a group of Swedish philanthropic foundations that fund research, education, and culture, closely linked to the influential Wallenberg family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wallenberg foundations
Target entity description: The Wallenberg foundations are a group of Swedish philanthropic foundations that fund research, education, and culture, closely linked to the influential Wallenberg family.
  • A. Knut and Alice Wallenberg Foundation
    The Knut and Alice Wallenberg Foundation is one of Sweden’s largest private research-funding foundations, supporting long-term excellence in science, technology, and education.
  • B. Marianne and Marcus Wallenberg Foundation
    Marianne and Marcus Wallenberg Foundation is a major Swedish philanthropic foundation that primarily supports research and education, particularly in the fields of technology, economics, and law.
  • C. Marcus and Amalia Wallenberg Foundation
    The Marcus and Amalia Wallenberg Foundation is a major Swedish private foundation that funds research and education, particularly in the humanities and social sciences, and is part of the philanthropic network associated with the Wallenberg family.
  • D. Johan Skytte Foundation
    The Johan Skytte Foundation is an academic institution that supports and promotes excellence in political science, most prominently through sponsoring the prestigious Johan Skytte Prize.
  • E. Torsten Söderberg Foundation
    The Torsten Söderberg Foundation is a Swedish philanthropic organization that supports research and education, particularly in medicine, economics, and law.
  • 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_69e0b513b89c81908b27147e91368db2 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e73522acdc8190b3e155026a0445cd completed April 21, 2026, 8:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0986f235b08190bd0a7ded7e1c9cbc completed May 17, 2026, 9:14 a.m.
NEDg Description generation batch_6a09877c03508190ae15fc181e3cc05e completed May 17, 2026, 9:16 a.m.
NED2 Entity disambiguation (via description) batch_6a09884d294c8190911935ae7b162b1f completed May 17, 2026, 9:20 a.m.
Created at: April 16, 2026, 3:46 p.m.