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.