Triple
T15688031
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | second-order cybernetics |
E380252
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Humberto Maturana
Humberto Maturana was a Chilean biologist and philosopher best known for co-developing the concept of autopoiesis and profoundly influencing systems theory, cognitive science, and second-order cybernetics.
|
E1171560
|
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: Humberto Maturana | Statement: [second-order cybernetics, associatedWith, Humberto Maturana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Humberto Maturana Context triple: [second-order cybernetics, associatedWith, Humberto Maturana]
-
A.
Francisco Maturana
Francisco Maturana is a renowned Colombian football manager and former defender best known for coaching Colombia’s national team during its successful early 1990s era.
-
B.
Robert L. Rosen
Robert L. Rosen is a film producer best known for his work on the movie "King of the Gypsies."
-
C.
Stuart Kauffman
Stuart Kauffman is a theoretical biologist and complex systems researcher known for his work on self-organization, the origins of life, and complexity in biological and economic systems.
-
D.
Heinz von Foerster (born Heinz von Foerster-Wolff)
Heinz von Foerster (born Heinz von Foerster-Wolff) was an Austrian-American physicist and philosopher best known as a pioneer of cybernetics and second-order systems theory.
-
E.
Francisco Varela
Francisco Varela was a Chilean biologist, neuroscientist, and philosopher known for his work on autopoiesis, cognitive science, and the enactive approach to consciousness.
- 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: Humberto Maturana Triple: [second-order cybernetics, associatedWith, Humberto Maturana]
Generated description
Humberto Maturana was a Chilean biologist and philosopher best known for co-developing the concept of autopoiesis and profoundly influencing systems theory, cognitive science, and second-order cybernetics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Humberto Maturana Target entity description: Humberto Maturana was a Chilean biologist and philosopher best known for co-developing the concept of autopoiesis and profoundly influencing systems theory, cognitive science, and second-order cybernetics.
-
A.
Francisco Maturana
Francisco Maturana is a renowned Colombian football manager and former defender best known for coaching Colombia’s national team during its successful early 1990s era.
-
B.
Robert L. Rosen
Robert L. Rosen is a film producer best known for his work on the movie "King of the Gypsies."
-
C.
Stuart Kauffman
Stuart Kauffman is a theoretical biologist and complex systems researcher known for his work on self-organization, the origins of life, and complexity in biological and economic systems.
-
D.
Heinz von Foerster (born Heinz von Foerster-Wolff)
Heinz von Foerster (born Heinz von Foerster-Wolff) was an Austrian-American physicist and philosopher best known as a pioneer of cybernetics and second-order systems theory.
-
E.
Francisco Varela
Francisco Varela was a Chilean biologist, neuroscientist, and philosopher known for his work on autopoiesis, cognitive science, and the enactive approach to consciousness.
- 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_69d86d99e860819094b6957cde470f2c |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e04f4cee5481908699fbb2b7bdd2f6 |
completed | April 16, 2026, 2:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff6ee91340819086c8f51e8eb477aa |
completed | May 9, 2026, 5:29 p.m. |
| NEDg | Description generation | batch_69ff6fd9c968819098b2552a9deb0445 |
completed | May 9, 2026, 5:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff708d42448190a53b90e00721eaa5 |
completed | May 9, 2026, 5:36 p.m. |
Created at: April 10, 2026, 4:44 a.m.