Triple

T18783337
Position Surface form Disambiguated ID Type / Status
Subject Heinz von Foerster E459312 entity
Predicate notableWork P4 FINISHED
Object Observing Systems
Observing Systems is a seminal collection of essays by cybernetician Heinz von Foerster that explores second-order cybernetics, self-reference, and the role of the observer in constructing reality.
E1342590 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: Observing Systems | Statement: [Heinz von Foerster, notableWork, Observing Systems]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Observing Systems
Context triple: [Heinz von Foerster, notableWork, Observing Systems]
  • A. NOAA observing systems
    NOAA observing systems are the integrated network of platforms, instruments, and technologies that collect environmental data to support the National Oceanic and Atmospheric Administration’s weather, climate, ocean, and ecosystem monitoring and forecasting missions.
  • B. Global Earth Observation System of Systems
    The Global Earth Observation System of Systems (GEOSS) is an international framework that integrates diverse Earth observation systems worldwide to provide comprehensive, coordinated data and information for environmental monitoring, disaster management, and sustainable development.
  • C. Global Observing System
    The Global Observing System is an international network of meteorological and environmental observation platforms that provides essential data for weather forecasting, climate monitoring, and related research worldwide.
  • D. Earth observation
    Earth observation is the collection and analysis of information about Earth’s physical, chemical, and biological systems using remote sensing technologies such as satellites, aircraft, and ground-based sensors.
  • E. Global Climate Observing System
    The Global Climate Observing System is an international program that coordinates and supports comprehensive, long-term observations of the Earth’s climate system to underpin climate research, services, and policy.
  • 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: Observing Systems
Triple: [Heinz von Foerster, notableWork, Observing Systems]
Generated description
Observing Systems is a seminal collection of essays by cybernetician Heinz von Foerster that explores second-order cybernetics, self-reference, and the role of the observer in constructing reality.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Observing Systems
Target entity description: Observing Systems is a seminal collection of essays by cybernetician Heinz von Foerster that explores second-order cybernetics, self-reference, and the role of the observer in constructing reality.
  • A. NOAA observing systems
    NOAA observing systems are the integrated network of platforms, instruments, and technologies that collect environmental data to support the National Oceanic and Atmospheric Administration’s weather, climate, ocean, and ecosystem monitoring and forecasting missions.
  • B. Global Earth Observation System of Systems
    The Global Earth Observation System of Systems (GEOSS) is an international framework that integrates diverse Earth observation systems worldwide to provide comprehensive, coordinated data and information for environmental monitoring, disaster management, and sustainable development.
  • C. Global Observing System
    The Global Observing System is an international network of meteorological and environmental observation platforms that provides essential data for weather forecasting, climate monitoring, and related research worldwide.
  • D. Earth observation
    Earth observation is the collection and analysis of information about Earth’s physical, chemical, and biological systems using remote sensing technologies such as satellites, aircraft, and ground-based sensors.
  • E. Global Climate Observing System
    The Global Climate Observing System is an international program that coordinates and supports comprehensive, long-term observations of the Earth’s climate system to underpin climate research, services, and policy.
  • 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.