Triple

T15687815
Position Surface form Disambiguated ID Type / Status
Subject Steps to an Ecology of Mind E380247 entity
Predicate section P3120 FINISHED
Object “Biology and Evolution”
“Biology and Evolution” is a section in Gregory Bateson’s collection *Steps to an Ecology of Mind* that explores how biological processes and evolutionary theory relate to patterns of communication, mind, and ecological systems.
 E1171556 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: “Biology and Evolution” | Statement: [Steps to an Ecology of Mind, section, “Biology and Evolution”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: “Biology and Evolution”
Context triple: [Steps to an Ecology of Mind, section, “Biology and Evolution”]
  • A. "Origin and Evolution of Life"
    "Origin and Evolution of Life" is a scientific work by paleontologist Henry Fairfield Osborn that explores how life began on Earth and developed over geological time through evolutionary processes.
  • B. Evolution
    "Evolution" is a film featuring actress Katharine Towne, known as one of her more prominent screen roles.
  • C. Evolution
    "Evolution" is a 1993 soul and adult contemporary album by American singer Oleta Adams, showcasing her powerful vocals and emotive, gospel-infused style.
  • D. Evolution
    "Evolution" is a widely used textbook by zoologist Mark Ridley that provides a comprehensive introduction to evolutionary biology and its core concepts.
  • E. Evolution
    Evolution is a 2016 pop EP by American singer Sabrina Carpenter that showcases her transition to a more mature, polished sound.
  • 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: “Biology and Evolution”
Triple: [Steps to an Ecology of Mind, section, “Biology and Evolution”]
Generated description
“Biology and Evolution” is a section in Gregory Bateson’s collection *Steps to an Ecology of Mind* that explores how biological processes and evolutionary theory relate to patterns of communication, mind, and ecological systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: “Biology and Evolution”
Target entity description: “Biology and Evolution” is a section in Gregory Bateson’s collection *Steps to an Ecology of Mind* that explores how biological processes and evolutionary theory relate to patterns of communication, mind, and ecological systems.
  • A. "Origin and Evolution of Life"
    "Origin and Evolution of Life" is a scientific work by paleontologist Henry Fairfield Osborn that explores how life began on Earth and developed over geological time through evolutionary processes.
  • B. Evolution
    "Evolution" is a film featuring actress Katharine Towne, known as one of her more prominent screen roles.
  • C. Evolution
    "Evolution" is a 1993 soul and adult contemporary album by American singer Oleta Adams, showcasing her powerful vocals and emotive, gospel-infused style.
  • D. Evolution
    "Evolution" is a widely used textbook by zoologist Mark Ridley that provides a comprehensive introduction to evolutionary biology and its core concepts.
  • E. Evolution
    Evolution is a 2016 pop EP by American singer Sabrina Carpenter that showcases her transition to a more mature, polished sound.
  • 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.