Triple

T17788387
Position Surface form Disambiguated ID Type / Status
Subject Porter, Texas E444082 entity
Predicate servedByLibrarySystem P97932 FINISHED
Object Montgomery County Memorial Library System
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.
E1288148 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: 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.
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: Montgomery County Memorial Library System
Triple: [Porter, Texas, servedByLibrarySystem, Montgomery County Memorial Library System]
Generated 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.
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 (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_69d8b9ef17708190bdf7e2adbf14ddc2 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e48794542c8190b049bce6e28c9f3a completed April 19, 2026, 7:43 a.m.
NED1 Entity disambiguation (via context triple) batch_6a02f835db9481909d314c17a7c59952 completed May 12, 2026, 9:51 a.m.
NEDg Description generation batch_6a02f89a1cf88190bdd2b80c14e6134a completed May 12, 2026, 9:53 a.m.
NED2 Entity disambiguation (via description) batch_6a02f96e4c5c8190a42f2f11574df421 completed May 12, 2026, 9:57 a.m.
PD Predicate disambiguation batch_69e3d8d8e538819084f1584426b41d5e completed April 18, 2026, 7:17 p.m.
Created at: April 10, 2026, 10:12 a.m.