Triple

T10270217
Position Surface form Disambiguated ID Type / Status
Subject Commission for Developing Countries E240813 entity
Predicate hasSubprogram P17453 FINISHED
Object Library Assistance Subprogram
The Library Assistance Subprogram is an initiative aimed at supporting and strengthening library services and resources in developing countries under the auspices of the Commission for Developing Countries.
E853154 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: Library Assistance Subprogram | Statement: [Commission for Developing Countries, hasSubprogram, Library Assistance Subprogram]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Library Assistance Subprogram
Context triple: [Commission for Developing Countries, hasSubprogram, Library Assistance Subprogram]
  • A. Schools and Libraries Program
    The Schools and Libraries Program is a U.S. federal initiative that provides discounts to help schools and public libraries obtain affordable telecommunications and internet access.
  • B. 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.
  • C. Library Development
    Library Development is a department within the Maine State Library that supports and strengthens library services across the state through consulting, training, and program development.
  • D. Interlibrary Loan Services
    Interlibrary Loan Services is a library resource-sharing program that allows UNC-Chapel Hill users to borrow books, articles, and other materials from libraries beyond the university’s own collections.
  • E. Federal Depository Library Program
    The Federal Depository Library Program is a U.S. government initiative that provides free public access to federal government publications through a nationwide network of designated libraries.
  • 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: Library Assistance Subprogram
Triple: [Commission for Developing Countries, hasSubprogram, Library Assistance Subprogram]
Generated description
The Library Assistance Subprogram is an initiative aimed at supporting and strengthening library services and resources in developing countries under the auspices of the Commission for Developing Countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Library Assistance Subprogram
Target entity description: The Library Assistance Subprogram is an initiative aimed at supporting and strengthening library services and resources in developing countries under the auspices of the Commission for Developing Countries.
  • A. Schools and Libraries Program
    The Schools and Libraries Program is a U.S. federal initiative that provides discounts to help schools and public libraries obtain affordable telecommunications and internet access.
  • B. 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.
  • C. Library Development
    Library Development is a department within the Maine State Library that supports and strengthens library services across the state through consulting, training, and program development.
  • D. Interlibrary Loan Services
    Interlibrary Loan Services is a library resource-sharing program that allows UNC-Chapel Hill users to borrow books, articles, and other materials from libraries beyond the university’s own collections.
  • E. Federal Depository Library Program
    The Federal Depository Library Program is a U.S. government initiative that provides free public access to federal government publications through a nationwide network of designated libraries.
  • 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_69d381a94c1881908fc38fc263d9b9c2 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d270fb088190ba43b6f24e881b94 completed April 7, 2026, 9:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69d6f80c25888190a3e8a2c513df7043 completed April 9, 2026, 12:51 a.m.
NEDg Description generation batch_69d6fcaca55c81908a48ac2a0ce24b85 completed April 9, 2026, 1:11 a.m.
NED2 Entity disambiguation (via description) batch_69d6fd772bc08190bf270f5fc767fb29 completed April 9, 2026, 1:14 a.m.
Created at: April 6, 2026, 11:35 a.m.