Triple

T6777875
Position Surface form Disambiguated ID Type / Status
Subject Institute of Museum and Library Services E155603 entity
Predicate dataCollection P4241 FINISHED
Object Public Libraries Survey
The Public Libraries Survey is a nationwide statistical study that collects and reports data on the operations, resources, and services of public libraries across the United States.
E618364 NE FINISHED

How this triple was built (5 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: Public Libraries Survey | Statement: [Institute of Museum and Library Services, dataCollection, Public Libraries Survey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Libraries Survey
Context triple: [Institute of Museum and Library Services, dataCollection, Public Libraries Survey]
  • A. Library and Archives
    Library and Archives is the research and historical collections center of the Royal Botanic Garden Edinburgh, housing botanical literature, manuscripts, and archival materials.
  • B. Social Research Library
    The Social Research Library is a specialized branch of the UC Berkeley Library system that supports scholarship in the social sciences with focused collections and research services.
  • C. American Libraries
    American Libraries is the flagship magazine of the American Library Association, covering news, trends, and issues affecting libraries and librarians.
  • D. Bibliothèque publique d’information
    The Bibliothèque publique d’information is a major French public library in Paris known for its extensive open-access collections and role as a key cultural and informational hub.
  • E. Reading Public Library
    Reading Public Library is the main public library serving the community of Reading, Massachusetts, providing access to books, media, programs, and other educational resources.
  • 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: Public Libraries Survey
Triple: [Institute of Museum and Library Services, dataCollection, Public Libraries Survey]
Generated description
The Public Libraries Survey is a nationwide statistical study that collects and reports data on the operations, resources, and services of public libraries across the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Libraries Survey
Target entity description: The Public Libraries Survey is a nationwide statistical study that collects and reports data on the operations, resources, and services of public libraries across the United States.
  • A. Library and Archives
    Library and Archives is the research and historical collections center of the Royal Botanic Garden Edinburgh, housing botanical literature, manuscripts, and archival materials.
  • B. Social Research Library
    The Social Research Library is a specialized branch of the UC Berkeley Library system that supports scholarship in the social sciences with focused collections and research services.
  • C. American Libraries
    American Libraries is the flagship magazine of the American Library Association, covering news, trends, and issues affecting libraries and librarians.
  • D. Bibliothèque publique d’information
    The Bibliothèque publique d’information is a major French public library in Paris known for its extensive open-access collections and role as a key cultural and informational hub.
  • E. Reading Public Library
    Reading Public Library is the main public library serving the community of Reading, Massachusetts, providing access to books, media, programs, and other educational resources.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: dataCollection
Context triple: [Institute of Museum and Library Services, dataCollection, Public Libraries Survey]
  • A. dataAcquisition
    Indicates the process by which one entity obtains, collects, or retrieves data from another source or system.
  • B. dataTypeCollected chosen
    Indicates that a specific type or category of data is gathered or recorded in the context of an entity or process.
  • C. dataCollectionLevel
    Indicates the extent or granularity at which data is gathered or recorded within a given context or system.
  • D. dataCollectedOn
    Indicates that certain data was gathered, recorded, or measured at a specific point in time or on a particular date.
  • E. dataPortal
    Indicates that an entity serves as or is associated with an online interface or gateway through which data can be accessed, managed, or distributed.
  • F. None of above.

Provenance (6 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_69c688162bf8819088b664b5c3b5be7a completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d2689d408190bc2c1ce4ae9c1b13 completed March 27, 2026, 6:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69c712cf86e08190bd07c98f01ac5e19 completed March 27, 2026, 11:29 p.m.
NEDg Description generation batch_69c713c89a748190bd7bf280b82317f0 completed March 27, 2026, 11:33 p.m.
NED2 Entity disambiguation (via description) batch_69c71466728c81909a24174a7938b43a completed March 27, 2026, 11:36 p.m.
PD Predicate disambiguation batch_69c6d095dcac8190bb9b943f50a7f885 completed March 27, 2026, 6:46 p.m.
Created at: March 27, 2026, 2:13 p.m.