Triple

T15687800
Position Surface form Disambiguated ID Type / Status
Subject Steps to an Ecology of Mind E380247 entity
Predicate hasPart P35 FINISHED
Object “Culture Contact and Schismogenesis”
“Culture Contact and Schismogenesis” is an influential essay by anthropologist Gregory Bateson that analyzes how interactions between cultures can generate escalating patterns of mutual differentiation and conflict.
E1171544 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: “Culture Contact and Schismogenesis” | Statement: [Steps to an Ecology of Mind, hasPart, “Culture Contact and Schismogenesis”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: “Culture Contact and Schismogenesis”
Context triple: [Steps to an Ecology of Mind, hasPart, “Culture Contact and Schismogenesis”]
  • A. Theory of Culture Change
    Theory of Culture Change is an influential anthropological work that develops Julian Steward’s concept of cultural ecology, explaining how cultures adapt to their environmental and social contexts through multilinear evolution.
  • B. A Scientific Theory of Culture and Other Essays
    A Scientific Theory of Culture and Other Essays is an influential collection of anthropological writings by Bronisław Malinowski that articulates his functionalist approach to understanding culture.
  • C. The Nature of Culture
    The Nature of Culture is a seminal anthropological work by Alfred L. Kroeber that systematically explores the concept, patterns, and development of human culture.
  • D. The Elementary Structures of Kinship
    The Elementary Structures of Kinship is a foundational anthropological work by Claude Lévi-Strauss that analyzes kinship systems through structuralist methods to reveal universal patterns in human social organization.
  • E. Square of the Three Cultures
    Square of the Three Cultures is a historic plaza in Mexico City’s Tlatelolco area that symbolizes the coexistence of pre-Hispanic, colonial, and modern Mexican heritage and is also known for its association with the 1968 Tlatelolco massacre.
  • 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: “Culture Contact and Schismogenesis”
Triple: [Steps to an Ecology of Mind, hasPart, “Culture Contact and Schismogenesis”]
Generated description
“Culture Contact and Schismogenesis” is an influential essay by anthropologist Gregory Bateson that analyzes how interactions between cultures can generate escalating patterns of mutual differentiation and conflict.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: “Culture Contact and Schismogenesis”
Target entity description: “Culture Contact and Schismogenesis” is an influential essay by anthropologist Gregory Bateson that analyzes how interactions between cultures can generate escalating patterns of mutual differentiation and conflict.
  • A. Theory of Culture Change
    Theory of Culture Change is an influential anthropological work that develops Julian Steward’s concept of cultural ecology, explaining how cultures adapt to their environmental and social contexts through multilinear evolution.
  • B. A Scientific Theory of Culture and Other Essays
    A Scientific Theory of Culture and Other Essays is an influential collection of anthropological writings by Bronisław Malinowski that articulates his functionalist approach to understanding culture.
  • C. The Nature of Culture
    The Nature of Culture is a seminal anthropological work by Alfred L. Kroeber that systematically explores the concept, patterns, and development of human culture.
  • D. The Elementary Structures of Kinship
    The Elementary Structures of Kinship is a foundational anthropological work by Claude Lévi-Strauss that analyzes kinship systems through structuralist methods to reveal universal patterns in human social organization.
  • E. Square of the Three Cultures
    Square of the Three Cultures is a historic plaza in Mexico City’s Tlatelolco area that symbolizes the coexistence of pre-Hispanic, colonial, and modern Mexican heritage and is also known for its association with the 1968 Tlatelolco massacre.
  • 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.