Triple

T1206695
Position Surface form Disambiguated ID Type / Status
Subject Elinor Ostrom E25904 entity
Predicate notableWork P4 FINISHED
Object Understanding Institutional Diversity
"Understanding Institutional Diversity" is a foundational book by political economist Elinor Ostrom that analyzes how different institutional arrangements shape collective action, governance, and resource management across diverse social settings.
E137814 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: Understanding Institutional Diversity | Statement: [Elinor Ostrom, notableWork, Understanding Institutional Diversity]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Understanding Institutional Diversity
Context triple: [Elinor Ostrom, notableWork, Understanding Institutional Diversity]
  • A. Forum for Diversity and Inclusion
    The Forum for Diversity and Inclusion is a division of the American Astronomical Society dedicated to promoting equity, diversity, and inclusive practices within the astronomical community.
  • B. Unity in Diversity
    Unity in Diversity is the commonly used English translation of Indonesia’s national motto, expressing the ideal of harmony and cohesion among the country’s many ethnic, cultural, and religious groups.
  • C. Commission on Access, Diversity and Excellence
    The Commission on Access, Diversity and Excellence is a body within the Association of Public and Land-grant Universities that focuses on promoting inclusive excellence, equity, and broad access in higher education institutions.
  • D. United in diversity
    "United in diversity" is the official motto of the European Union, expressing its ideal of unity among culturally and linguistically diverse member states.
  • E. Center for Educational Equity
    The Center for Educational Equity is a research and policy institute at Teachers College, Columbia University focused on advancing fair and inclusive educational opportunities through scholarship, advocacy, and collaboration with schools and communities.
  • 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: Understanding Institutional Diversity
Triple: [Elinor Ostrom, notableWork, Understanding Institutional Diversity]
Generated description
"Understanding Institutional Diversity" is a foundational book by political economist Elinor Ostrom that analyzes how different institutional arrangements shape collective action, governance, and resource management across diverse social settings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Understanding Institutional Diversity
Target entity description: "Understanding Institutional Diversity" is a foundational book by political economist Elinor Ostrom that analyzes how different institutional arrangements shape collective action, governance, and resource management across diverse social settings.
  • A. Forum for Diversity and Inclusion
    The Forum for Diversity and Inclusion is a division of the American Astronomical Society dedicated to promoting equity, diversity, and inclusive practices within the astronomical community.
  • B. Unity in Diversity
    Unity in Diversity is the commonly used English translation of Indonesia’s national motto, expressing the ideal of harmony and cohesion among the country’s many ethnic, cultural, and religious groups.
  • C. Commission on Access, Diversity and Excellence
    The Commission on Access, Diversity and Excellence is a body within the Association of Public and Land-grant Universities that focuses on promoting inclusive excellence, equity, and broad access in higher education institutions.
  • D. United in diversity
    "United in diversity" is the official motto of the European Union, expressing its ideal of unity among culturally and linguistically diverse member states.
  • E. Center for Educational Equity
    The Center for Educational Equity is a research and policy institute at Teachers College, Columbia University focused on advancing fair and inclusive educational opportunities through scholarship, advocacy, and collaboration with schools and communities.
  • 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_69a4942b30f08190a91c60573e16b5ef completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bdc314c88190b1b5953834bfce7b completed March 1, 2026, 10:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac7f3f4c508190bdc3d436d393daf9 completed March 7, 2026, 7:40 p.m.
NEDg Description generation batch_69ac7fc59a488190adbdf156aaff8c03 completed March 7, 2026, 7:43 p.m.
NED2 Entity disambiguation (via description) batch_69ac806a6d748190acc5cdfa8fb90a64 completed March 7, 2026, 7:45 p.m.
Created at: March 1, 2026, 7:46 p.m.