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.