Triple

T18783338
Position Surface form Disambiguated ID Type / Status
Subject Heinz von Foerster E459312 entity
Predicate notableWork P4 FINISHED
Object Understanding Understanding
Understanding Understanding is a seminal collection of essays by cybernetician Heinz von Foerster that explores second-order cybernetics, cognition, and the processes by which we construct knowledge and meaning.
E1342591 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: Understanding Understanding | Statement: [Heinz von Foerster, notableWork, Understanding Understanding]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Understanding Understanding
Context triple: [Heinz von Foerster, notableWork, Understanding Understanding]
  • A. Understanding
    "Understanding" is a song by American rock musician Bob Seger, released as one of the singles in his discography.
  • B. Understand
    "Understand" is a song included in the setlist of the Back to Basics Tour, likely performed as part of the artist's exploration of classic and personal themes during the concert series.
  • C. Understand
    "Understand" is a popular Afrobeats song by Nigerian singer Omah Lay, known for its emotive lyrics and smooth, melodic production.
  • D. “Understand”
    "Understand" is a track from The Roots’ concept album …And Then You Shoot Your Cousin, contributing to the record’s dark, socially conscious narrative.
  • E. Explanation and Understanding
    Explanation and Understanding is a 1971 philosophical work by G. H. von Wright that examines the nature of explanation in the human and social sciences, contrasting it with scientific explanation in the natural sciences.
  • 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: Understanding Understanding
Triple: [Heinz von Foerster, notableWork, Understanding Understanding]
Generated description
Understanding Understanding is a seminal collection of essays by cybernetician Heinz von Foerster that explores second-order cybernetics, cognition, and the processes by which we construct knowledge and meaning.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Understanding Understanding
Target entity description: Understanding Understanding is a seminal collection of essays by cybernetician Heinz von Foerster that explores second-order cybernetics, cognition, and the processes by which we construct knowledge and meaning.
  • A. Understanding
    "Understanding" is a song by American rock musician Bob Seger, released as one of the singles in his discography.
  • B. Understand
    "Understand" is a popular Afrobeats song by Nigerian singer Omah Lay, known for its emotive lyrics and smooth, melodic production.
  • C. Understand
    "Understand" is a song included in the setlist of the Back to Basics Tour, likely performed as part of the artist's exploration of classic and personal themes during the concert series.
  • D. “Understand”
    "Understand" is a track from The Roots’ concept album …And Then You Shoot Your Cousin, contributing to the record’s dark, socially conscious narrative.
  • E. Explanation and Understanding
    Explanation and Understanding is a 1971 philosophical work by G. H. von Wright that examines the nature of explanation in the human and social sciences, contrasting it with scientific explanation in the natural sciences.
  • 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_69d8d396f54c8190ba49db31e8743842 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5977f34e48190a9932af330ea4f92 completed April 20, 2026, 3:03 a.m.
NED1 Entity disambiguation (via context triple) batch_6a054718db388190aa9beeffa47486d5 completed May 14, 2026, 3:52 a.m.
NEDg Description generation batch_6a05494df63081909b1f6d64ae3a949b completed May 14, 2026, 4:02 a.m.
NED2 Entity disambiguation (via description) batch_6a0549acb4c88190adc1ffbd00d66ce7 completed May 14, 2026, 4:03 a.m.
Created at: April 10, 2026, 11:52 a.m.