Triple

T202808
Position Surface form Disambiguated ID Type / Status
Subject Institute for Quantitative Social Science at Harvard University E4542 entity
Predicate abbreviation P43 FINISHED
Object IQSS
IQSS is a Harvard University research institute that advances quantitative methods and data-driven approaches in the social sciences.
E25902 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: IQSS | Statement: [Institute for Quantitative Social Science at Harvard University, abbreviation, IQSS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: IQSS
Context triple: [Institute for Quantitative Social Science at Harvard University, abbreviation, IQSS]
  • A. Library of Congress
    The Library of Congress is the national library of the United States and one of the world’s largest and most comprehensive research libraries, serving as the research arm of the U.S. Congress.
  • B. The National Archives
    The National Archives is the official archive and publisher for the UK government, responsible for preserving and providing access to the nation’s historical and legal records.
  • C. SJC
    SJC is the abbreviation commonly used for the Massachusetts Supreme Judicial Court, the highest appellate court in the Commonwealth of Massachusetts.
  • D. National Library Service for the Blind and Print Disabled
    The National Library Service for the Blind and Print Disabled is a U.S. federal program that provides free accessible reading materials, including braille and audio books, to people with visual or print disabilities.
  • E. Schlesinger Library
    Schlesinger Library is a major research library at Harvard University specializing in the history of women, gender, and feminism, particularly in the United States.
  • 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: IQSS
Triple: [Institute for Quantitative Social Science at Harvard University, abbreviation, IQSS]
Generated description
IQSS is a Harvard University research institute that advances quantitative methods and data-driven approaches in the social sciences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: IQSS
Target entity description: IQSS is a Harvard University research institute that advances quantitative methods and data-driven approaches in the social sciences.
  • A. Library of Congress
    The Library of Congress is the national library of the United States and one of the world’s largest and most comprehensive research libraries, serving as the research arm of the U.S. Congress.
  • B. The National Archives
    The National Archives is the official archive and publisher for the UK government, responsible for preserving and providing access to the nation’s historical and legal records.
  • C. SJC
    SJC is the abbreviation commonly used for the Massachusetts Supreme Judicial Court, the highest appellate court in the Commonwealth of Massachusetts.
  • D. National Library Service for the Blind and Print Disabled
    The National Library Service for the Blind and Print Disabled is a U.S. federal program that provides free accessible reading materials, including braille and audio books, to people with visual or print disabilities.
  • E. Schlesinger Library
    Schlesinger Library is a major research library at Harvard University specializing in the history of women, gender, and feminism, particularly in the United States.
  • 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_69a25737567c81908f9c505300239181 completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25be7337481909f4937fc1a06fb53 completed Feb. 28, 2026, 3:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69a32813ed0c8190bebd5129eb5ebfe7 completed Feb. 28, 2026, 5:38 p.m.
NEDg Description generation batch_69a32878fab08190958af14704020692 completed Feb. 28, 2026, 5:40 p.m.
NED2 Entity disambiguation (via description) batch_69a3290cda5481909b6e04cb869d60d8 completed Feb. 28, 2026, 5:42 p.m.
Created at: Feb. 28, 2026, 2:51 a.m.