Triple
T17788387
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Porter, Texas |
E444082
|
entity |
| Predicate | servedByLibrarySystem |
P97932
|
FINISHED |
| Object | Montgomery County Memorial Library System |
—
|
NE NERFINISHED |
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: Montgomery County Memorial Library System | Statement: [Porter, Texas, servedByLibrarySystem, Montgomery County Memorial Library System]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Montgomery County Memorial Library System Context triple: [Porter, Texas, servedByLibrarySystem, Montgomery County Memorial Library System]
-
A.
Montgomery County Public Libraries
Montgomery County Public Libraries is the public library system serving residents of Montgomery County, Maryland, through a network of community branches and services.
-
B.
Mercer County Library System
Mercer County Library System is a public library network serving residents of Mercer County, New Jersey through multiple community branches and centralized services.
-
C.
Franklin County Library
Franklin County Library is a public library serving the residents of Franklin County and the community of Mount Vernon, Texas, by providing access to books, media, and educational resources.
-
D.
Wayne County Federated Library System
Wayne County Federated Library System is a public library network in Wayne County, Michigan, known for serving the Detroit area and having employed poet and librarian Dudley Randall.
-
E.
Prince George’s County Memorial Library System
Prince George’s County Memorial Library System is the public library system serving Prince George’s County, Maryland, providing community access to books, digital resources, and educational programs across multiple branch locations.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Montgomery County Memorial Library System Target entity description: Montgomery County Memorial Library System is the public library system serving residents of Montgomery County, Texas, providing access to books, digital resources, and community programs through multiple branch locations.
-
A.
Montgomery County Public Libraries
Montgomery County Public Libraries is the public library system serving residents of Montgomery County, Maryland, through a network of community branches and services.
-
B.
Mercer County Library System
Mercer County Library System is a public library network serving residents of Mercer County, New Jersey through multiple community branches and centralized services.
-
C.
Franklin County Library
Franklin County Library is a public library serving the residents of Franklin County and the community of Mount Vernon, Texas, by providing access to books, media, and educational resources.
-
D.
Wayne County Federated Library System
Wayne County Federated Library System is a public library network in Wayne County, Michigan, known for serving the Detroit area and having employed poet and librarian Dudley Randall.
-
E.
Prince George’s County Memorial Library System
Prince George’s County Memorial Library System is the public library system serving Prince George’s County, Maryland, providing community access to books, digital resources, and educational programs across multiple branch locations.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: servedByLibrarySystem Context triple: [Porter, Texas, servedByLibrarySystem, Montgomery County Memorial Library System]
-
A.
servedByLibrary
chosen
Indicates that an entity receives services, resources, or support from a particular library.
-
B.
hasBorrowingSystem
Indicates that an entity possesses or employs a system or mechanism for borrowing items, resources, or services.
-
C.
isLendingLibrary
Indicates that an entity functions as a library that lends items (such as books or media) to users.
-
D.
librarySystem
Indicates a relationship where an organized framework or infrastructure manages, catalogs, and provides access to library resources and services.
-
E.
libraryStatus
Indicates the current availability or circulation state of an item within a library system (e.g., available, checked out, on hold).
- F. None of above.
Provenance (3 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_69d8b9ef17708190bdf7e2adbf14ddc2 |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e48794542c8190b049bce6e28c9f3a |
completed | April 19, 2026, 7:43 a.m. |
| PD | Predicate disambiguation | batch_69e3d8d8e538819084f1584426b41d5e |
completed | April 18, 2026, 7:17 p.m. |
Created at: April 10, 2026, 10:12 a.m.