Triple

T1846062
Position Surface form Disambiguated ID Type / Status
Subject Scientific Outlook on Development E41284 entity
Predicate alsoKnownAs P39 FINISHED
Object Outlook on Scientific Development
Outlook on Scientific Development is a guiding ideological concept of the Chinese Communist Party that emphasizes balanced, sustainable, and people-centered economic and social development.
 E206048 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: Outlook on Scientific Development | Statement: [Scientific Outlook on Development, alsoKnownAs, Outlook on Scientific Development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Outlook on Scientific Development
Context triple: [Scientific Outlook on Development, alsoKnownAs, Outlook on Scientific Development]
  • A. Frontiers of Knowledge
    Frontiers of Knowledge is a concept emphasizing the advancement and expansion of human understanding across scientific, technological, and cultural domains.
  • B. Science, The Endless Frontier
    Science, The Endless Frontier is a landmark 1945 report by Vannevar Bush that laid the foundation for U.S. federal support of scientific research and the modern science policy framework.
  • C. The Value of Science
    The Value of Science is an influential philosophical work by Henri Poincaré that explores the nature, methods, and limits of scientific knowledge.
  • D. Science and Human Behavior
    Science and Human Behavior is a foundational book by B. F. Skinner that systematically presents the principles of behaviorism and their application to understanding and predicting human actions.
  • E. Science as a Vocation
    Science as a Vocation is a seminal 1919 lecture-essay by sociologist Max Weber that examines the ethical, existential, and professional meaning of pursuing science in modern, rationalized society.
  • 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: Outlook on Scientific Development
Triple: [Scientific Outlook on Development, alsoKnownAs, Outlook on Scientific Development]
Generated description
Outlook on Scientific Development is a guiding ideological concept of the Chinese Communist Party that emphasizes balanced, sustainable, and people-centered economic and social development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Outlook on Scientific Development
Target entity description: Outlook on Scientific Development is a guiding ideological concept of the Chinese Communist Party that emphasizes balanced, sustainable, and people-centered economic and social development.
  • A. Frontiers of Knowledge
    Frontiers of Knowledge is a concept emphasizing the advancement and expansion of human understanding across scientific, technological, and cultural domains.
  • B. Science, The Endless Frontier
    Science, The Endless Frontier is a landmark 1945 report by Vannevar Bush that laid the foundation for U.S. federal support of scientific research and the modern science policy framework.
  • C. The Value of Science
    The Value of Science is an influential philosophical work by Henri Poincaré that explores the nature, methods, and limits of scientific knowledge.
  • D. Science and Human Behavior
    Science and Human Behavior is a foundational book by B. F. Skinner that systematically presents the principles of behaviorism and their application to understanding and predicting human actions.
  • E. Science as a Vocation
    Science as a Vocation is a seminal 1919 lecture-essay by sociologist Max Weber that examines the ethical, existential, and professional meaning of pursuing science in modern, rationalized society.
  • 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_69a88648cd44819093303206d96d76ad completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb051640c819088a8b28a03f57331 completed March 7, 2026, 4:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69adc9c2e0a081909f521e6f73956239 completed March 8, 2026, 7:10 p.m.
NEDg Description generation batch_69adcaf1917c819090eac27de62494ca completed March 8, 2026, 7:16 p.m.
NED2 Entity disambiguation (via description) batch_69adcbba64588190aa0ebd2b6f67afa7 completed March 8, 2026, 7:19 p.m.
Created at: March 4, 2026, 7:33 p.m.